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routine maintenance" /><title>Geek2Live</title><subtitle type="html">A Blog Dedicated to Open Source, Security , Computer Science and ICT for Development</subtitle><link rel="http://schemas.google.com/g/2005#feed" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/posts/default" /><link rel="alternate" type="text/html" href="http://geek2live.blogspot.com/" /><link rel="next" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default?start-index=26&amp;max-results=25&amp;redirect=false&amp;v=2" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><generator version="7.00" uri="http://www.blogger.com">Blogger</generator><openSearch:totalResults>694</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><atom10:link xmlns:atom10="http://www.w3.org/2005/Atom" rel="self" type="application/atom+xml" href="http://feeds.feedburner.com/Geek2live" /><feedburner:info uri="geek2live" /><atom10:link xmlns:atom10="http://www.w3.org/2005/Atom" rel="hub" href="http://pubsubhubbub.appspot.com/" /><geo:lat>30.2</geo:lat><geo:long>31.21</geo:long><link rel="license" type="text/html" href="http://creativecommons.org/licenses/by/3.0/" /><logo>http://creativecommons.org/images/public/somerights20.gif</logo><feedburner:emailServiceId>Geek2live</feedburner:emailServiceId><feedburner:feedburnerHostname>http://feedburner.google.com</feedburner:feedburnerHostname><entry gd:etag="W/&quot;CkYGQXc6eyp7ImA9WhRTF0o.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-4328673579550204204</id><published>2011-11-08T18:35:00.000+02:00</published><updated>2011-11-08T18:35:20.913+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-11-08T18:35:20.913+02:00</app:edited><title>Microsoft contributes open-source code to Samba</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;
Microsoft has contributed source code under the GPLv3 to Samba, the file
 server software that enables Linux servers to share files with Windows 
PCs.&lt;br /&gt;
Freak snowstorm reported in hell. Tea party agrees Obama is the best 
candidate for 2012 presidential election. Microsoft submits open-source 
code under the GPLv3 to Samba. Those are all pretty unlikely, but &lt;a href="http://samba.org/samba/news/developers/ms-patch.html"&gt;Microsoft really did submit code to the Samba&lt;/a&gt; file server open-source project.&lt;br /&gt;
This might not strike you as too amazing. After all, Microsoft has supported some open-source projects at &lt;a href="http://www.codeplex.com/"&gt;CodePlex&lt;/a&gt; for some time now and they will work with some other projects such as the &lt;a href="http://www.zdnet.com/blog/microsoft/microsoft-rolls-out-open-source-python-extension-for-visual-studio/10478"&gt;Python&lt;/a&gt; and &lt;a href="http://www.zdnet.com/blog/open-source/microsoft-makes-pledges-to-support-apache-php-ruby/2704"&gt;PHP&lt;/a&gt; languages and the &lt;a href="http://www.microsoft.com/en-us/openness/story/plays-well-with-others/microsoft-plus-drupal.aspx"&gt;Drupal content management system (CMS&lt;/a&gt;). But, Samba, Samba is different. They’re an old Microsoft enemy.&lt;br /&gt;
&lt;a href="http://www.samba.org/"&gt;Samba&lt;/a&gt;,
 itself, is a set of Windows interoperability programs that provide 
secure, stable and fast file and print services for all client operating
 systems that use the Server Message Block (SMB)/Common Internet File 
System (SMB/CIFS) protocol. As such Samba is used to seamlessly 
integrate Linux/Unix servers and desktops into Active Directory (AD) 
networks using the &lt;a href="http://www.samba.org/samba/docs/man/manpages-3/winbindd.8.html"&gt;Winbind&lt;/a&gt;
 daemon. In common usage, Samba is on almost every network attached 
storage (NAS) device that ships today. In short, Samba enables Linux to 
rival Windows Server on workgroups.&lt;br /&gt;
In fact, it was Samba on Linux
 that took Linux from being an edge server, used for Web serving and 
e-mail, to being an infrastructure server. With Samba, Linux delivers 
the bread and butter of file and print serving that every business needs
 in millions of companies.&lt;br /&gt;
Since Samba began in 1992, Microsoft has been well, less than happy, with its server rival. But, every since &lt;a href="http://www.zdnet.com/blog/microsoft/who-still-cares-about-microsofts-server-communications-protocols/725"&gt;Microsoft lost an anti-trust case in the European Union&lt;/a&gt; and was &lt;a href="http://practical-tech.com/operating-system/linux/samba-gains-legal-access-to-microsoft-network-file-protocols/280/"&gt;forced to open its network protocols to Samba in 2007&lt;/a&gt;, Microsoft has ever so slowly been getting along better with Samba.&lt;br /&gt;
But, even so it came as a surprise when on October 10th, when Stephen A. Zarko of Microsoft’s Open Source Technology Center, &lt;a href="https://lists.samba.org/archive/samba-technical/2011-October/079780.html"&gt;gave Samba some proof of concept code&lt;/a&gt;
 for extended protection (channel and service binding) for Firefox and 
Samba for NT LAN Manager (NTLM) authentication. That’s one small step 
for open source, one giant leap for Samba/Windows interoperability.&lt;br /&gt;
As
 Chris Hertel of the Samba Team wrote, “A few years back, a patch 
submission from coders at Microsoft would have been amazing to the point
 of unthinkable, but the battles are mostly over and times have changed.
 We still disagree on some things such as the role of software patents 
in preventing the creation of innovative software; but Microsoft is now 
at the forefront of efforts to build a stronger community and improve 
interoperability in the SMB world.”&lt;br /&gt;
Hertel continued, “Most people
 didn’t even notice the source of the contribution. That’s how far 
things have come in the past four-ish years. …but some of us saw this as
 a milestone, and wanted to make a point of expressing our appreciation 
for the patch and the changes we have seen.”&lt;br /&gt;
Jeremy Allison, one 
of Samba’s leaders and a software engineer at Google Open Source 
Programs Office told me that he was “really pleased. It does show that 
Microsoft now consider us part of the landscape they inhabit, and 
cooperating with us is a really good sign that engineering-wise they 
understand Free Software/Open Source is a really good thing that can 
help them also (not to put words in their mouth, but I think recent work
 from them on &lt;a href="http://hadoop.apache.org/"&gt;Hadoop&lt;/a&gt; [An Apache open-source framework for reliable, scalable, distributed computing] and others have shown this).&lt;br /&gt;
That said, “Sending code to &lt;em&gt;Samba&lt;/em&gt;
 is a big deal due to historical legacy of the EU lawsuit, and shows 
that Microsoft is becoming a mature member of the OSS [open source 
software] ecosystem,” said Allison.&lt;br /&gt;
He continued, “Now if they’d 
only stop threatening OSS over patents, and just tried to make money 
with it the same way everyone else does by building it into products 
(they’re nearly there I think), I think we could finally bury the 
hatchet :-).”&lt;br /&gt;
“But,” Allison concluded, “I want to be fair to the 
guys who sent the patch, that’s another department in Microsoft (the one
 who is suing people :-). These guys are in the OSS-lab in Microsoft and
 they’re &lt;em&gt;great&lt;/em&gt;!”&lt;br /&gt;
OK, I was wrong. One amazing thing 
hasn’t happened. Two amazing things have happened. First, Microsoft has 
contributed code of its own free will to a former enemy, Samba. And, 
second, one of Samba leaders and a well-known champion of open-source 
software is saying that people at Microsoft are great. It’s a day of 
miracles!&lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-4328673579550204204?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/4328673579550204204/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=4328673579550204204" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/4328673579550204204?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/4328673579550204204?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/LC2tBJaKwvI/microsoft-contributes-open-source-code.html" title="Microsoft contributes open-source code to Samba" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/11/microsoft-contributes-open-source-code.html</feedburner:origLink></entry><entry gd:etag="W/&quot;AkMHQ3s7fyp7ImA9WhRTF0g.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-2630423984581461904</id><published>2011-11-08T15:18:00.001+02:00</published><updated>2011-11-08T15:20:32.507+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-11-08T15:20:32.507+02:00</app:edited><title>Oracle is taking everything from SUN, or may be erasing it</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;
I feel a pity while I see ORACLE is erasing SUN from the map, I have noticed the following&lt;br /&gt;
1) Blogs on SUN domain now is directed to ORACLE&lt;br /&gt;
2) SSL Certificate is now replaced by Oracle SSL Certificates and not even configured properly&lt;br /&gt;
Check the below pics&lt;br /&gt;
Good Bye SUN, I will miss You&lt;br /&gt;
you go to blogs.sun.com you find yourself receiving Oracle Wild Card SSL Certificate&lt;br /&gt;
&lt;div class="separator" style="clear: both; text-align: center;"&gt;
&lt;a href="http://1.bp.blogspot.com/-RK3irIX94gk/TrksGRroH_I/AAAAAAAAD_c/KcuEijFGzuY/s1600/Sun_Domain_oracle_SSL.bmp" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"&gt;&lt;img border="0" height="241" src="http://1.bp.blogspot.com/-RK3irIX94gk/TrksGRroH_I/AAAAAAAAD_c/KcuEijFGzuY/s400/Sun_Domain_oracle_SSL.bmp" width="400" /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-2630423984581461904?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/2630423984581461904/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=2630423984581461904" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/2630423984581461904?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/2630423984581461904?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Lz-9gp5ZexQ/oracle-is-erasing-everything-from-sun.html" title="Oracle is taking everything from SUN, or may be erasing it" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://1.bp.blogspot.com/-RK3irIX94gk/TrksGRroH_I/AAAAAAAAD_c/KcuEijFGzuY/s72-c/Sun_Domain_oracle_SSL.bmp" height="72" width="72" /><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/11/oracle-is-erasing-everything-from-sun.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DUMCQ3g-fyp7ImA9WhRTFEU.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1774085975694078896</id><published>2011-11-04T23:20:00.003+02:00</published><updated>2011-11-05T12:04:22.657+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-11-05T12:04:22.657+02:00</app:edited><title>what is Hadoop ?</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;
Hadoop is open source project for Data Mining, it is now by Apache Foundation, if you see the names that are using it for data mining you will know the power of this project.&lt;br /&gt;
&lt;br /&gt;
The Apache™ Hadoop™ project develops open-source software for reliable, scalable, distributed computing.&lt;br /&gt;
&lt;br /&gt;
The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using a simple programming model. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to deliver high-avaiability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly-availabile service on top of a cluster of computers, each of which may be prone to failures.&lt;br /&gt;
&lt;br /&gt;
&lt;a href="http://hadoop.apache.org/"&gt;Project page is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Names/Companies using Hadoop Project , &lt;a href="http://wiki.apache.org/hadoop/PoweredBy"&gt;Ref link is h3r3 &lt;/a&gt;&lt;br /&gt;
&lt;h1 id="A"&gt;


A&lt;/h1&gt;
&lt;span class="anchor" id="line-8"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://a9.com/"&gt;A9.com&lt;/a&gt; - Amazon* &lt;/i&gt;&lt;span class="anchor" id="line-9"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We build Amazon's product search indices using the streaming API and pre-existing C++, Perl, and Python tools. &lt;/i&gt;&lt;span class="anchor" id="line-10"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We process millions of sessions daily for analytics, using both the Java and streaming APIs. &lt;/i&gt;&lt;span class="anchor" id="line-11"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our clusters vary from 1 to 100 nodes &lt;/i&gt;&lt;span class="anchor" id="line-12"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-13"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.accelacommunications.com/"&gt;Accela Communications&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-14"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use a Hadoop cluster to rollup registration and view data each night. &lt;/i&gt;&lt;span class="anchor" id="line-15"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our cluster has 10 1U servers, with 4 cores, 4GB ram and 3 drives &lt;/i&gt;&lt;span class="anchor" id="line-16"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Each night, we run 112 Hadoop jobs &lt;/i&gt;&lt;span class="anchor" id="line-17"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;It
 is roughly 4X faster to export the transaction tables from each of our 
reporting databases, transfer the data to the cluster, perform the 
rollups, then import back into the databases than to perform the same 
rollups in the database. &lt;/i&gt;&lt;span class="anchor" id="line-18"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-19"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.adobe.com/"&gt;Adobe&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-20"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop and HBase in several areas from social services to structured data storage and processing for internal use. &lt;/i&gt;&lt;span class="anchor" id="line-21"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 currently have about 30 nodes running HDFS, Hadoop and HBase in 
clusters ranging from 5 to 14 nodes on both production and development. 
We plan a deployment on an 80 nodes cluster. &lt;/i&gt;&lt;span class="anchor" id="line-22"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We constantly write data to HBase and run &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; jobs to process then store it back to HBase or external systems. &lt;/i&gt;&lt;span class="anchor" id="line-23"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our production cluster has been running since Oct 2008. &lt;/i&gt;&lt;span class="anchor" id="line-24"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-25"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.adyard.de/"&gt;adyard&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-26"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Flume, Hadoop and Pig for log storage and report generation aswell as ad-Targeting. &lt;/i&gt;&lt;span class="anchor" id="line-27"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We currently have 12 nodes running HDFS and Pig and plan to add more from time to time. &lt;/i&gt;&lt;span class="anchor" id="line-28"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;50% of our recommender system is pure Pig because of it's ease of use. &lt;/i&gt;&lt;span class="anchor" id="line-29"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Some of our more deeply-integrated tasks are using the streaming api and ruby aswell as the excellent Wukong-Library. &lt;/i&gt;&lt;span class="anchor" id="line-30"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-31"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.ablegrape.com/"&gt;Able Grape&lt;/a&gt; - Vertical search engine for trustworthy wine information &lt;/i&gt;&lt;span class="anchor" id="line-32"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We have one of the world's smaller hadoop clusters (2 nodes @ 8 CPUs/node) &lt;/i&gt;&lt;span class="anchor" id="line-33"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop and Nutch used to analyze and index textual information &lt;/i&gt;&lt;span class="anchor" id="line-34"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-35"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://adknowledge.com/"&gt;Adknowledge&lt;/a&gt; - Ad network &lt;/i&gt;&lt;span class="anchor" id="line-36"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop used to build the recommender system for behavioral targeting, plus other clickstream analytics &lt;/i&gt;&lt;span class="anchor" id="line-37"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We handle 500MM clickstream events per day &lt;/i&gt;&lt;span class="anchor" id="line-38"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our clusters vary from 50 to 200 nodes, mostly on EC2. &lt;/i&gt;&lt;span class="anchor" id="line-39"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Investigating use of R clusters atop Hadoop for statistical analysis and modeling at scale. &lt;/i&gt;&lt;span class="anchor" id="line-40"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-41"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.aguja.de/"&gt;Aguja&lt;/a&gt;- E-Commerce Data analysis &lt;/i&gt;&lt;span class="anchor" id="line-42"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop, pig and hbase to analyze search log, product view data, and analyze all of our logs &lt;/i&gt;&lt;span class="anchor" id="line-43"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;3 node cluster with 48 cores in total, 4GB RAM and 1 TB storage each. &lt;/i&gt;&lt;span class="anchor" id="line-44"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-45"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://china.alibaba.com/"&gt;Alibaba&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-46"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;A
 15-node cluster dedicated to processing sorts of business data dumped 
out of database and joining them together. These data will then be fed 
into iSearch, our vertical search engine. &lt;/i&gt;&lt;span class="anchor" id="line-47"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Each node has 8 cores, 16G RAM and 1.4T storage. &lt;/i&gt;&lt;span class="anchor" id="line-48"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-49"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://aol.com/"&gt;AOL&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-50"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use hadoop for variety of things ranging from ETL style processing and 
statistics generation to running advanced algorithms for doing 
behavioral analysis and targeting. &lt;/i&gt;&lt;span class="anchor" id="line-51"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;The
 Cluster that we use for mainly behavioral analysis and targeting has 
150 machines, Intel Xeon, dual processors, dual core, each with 16GB Ram
 and 800 GB hard-disk. &lt;/i&gt;&lt;span class="anchor" id="line-52"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-53"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.ara.com.tr/"&gt;ARA.COM.TR&lt;/a&gt; - Ara Com Tr - Turkey's first and only search engine &lt;/i&gt;&lt;span class="anchor" id="line-54"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We build Ara.com.tr search engine using the Python tools. &lt;/i&gt;&lt;span class="anchor" id="line-55"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for analytics. &lt;/i&gt;&lt;span class="anchor" id="line-56"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We handle about 400TB per month &lt;/i&gt;&lt;span class="anchor" id="line-57"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our clusters vary from 10 to 100 nodes &lt;/i&gt;&lt;span class="anchor" id="line-58"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-59"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://atbrox.com/"&gt;Atbrox&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-60"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop for information extraction &amp;amp; search, and data analysis consulting &lt;/i&gt;&lt;span class="anchor" id="line-61"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Cluster: we primarily use Amazon's Elastic &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-62"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-63"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="B"&gt;


B&lt;/h1&gt;
&lt;span class="anchor" id="line-64"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.babacar.org/"&gt;BabaCar&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-65"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;4 nodes cluster (32 cores, 1TB). &lt;/i&gt;&lt;span class="anchor" id="line-66"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for searching and analysis of millions of rental bookings. &lt;/i&gt;&lt;span class="anchor" id="line-67"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-68"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.baidu.cn/"&gt;Baidu&lt;/a&gt; - the leading Chinese language search engine &lt;/i&gt;&lt;span class="anchor" id="line-69"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop used to analyze the log of search and do some mining work on web page database &lt;/i&gt;&lt;span class="anchor" id="line-70"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We handle about 3000TB per week &lt;/i&gt;&lt;span class="anchor" id="line-71"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our clusters vary from 10 to 500 nodes &lt;/i&gt;&lt;span class="anchor" id="line-72"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hypertable is also supported by Baidu &lt;/i&gt;&lt;span class="anchor" id="line-73"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-74"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.beebler.com/"&gt;Beebler&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-75"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;14 node cluster (each node has: 2 dual core CPUs, 2TB storage, 8GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-76"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop for matching dating profiles &lt;/i&gt;&lt;span class="anchor" id="line-77"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-78"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.benipaltechnologies.com/"&gt;Benipal Technologies&lt;/a&gt; - Outsourcing, Consulting, Innovation &lt;/i&gt;&lt;span class="anchor" id="line-79"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;35 Node Cluster (&lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/Core2Quad"&gt;Core2Quad&lt;/a&gt; Q9400 Processor, 4-8 GB RAM, 500 GB HDD) &lt;/i&gt;&lt;span class="anchor" id="line-80"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Largest Data Node with Xeon E5420*2 Processors, 64GB RAM, 3.5 TB HDD &lt;/i&gt;&lt;span class="anchor" id="line-81"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Total Cluster capacity of around 20 TB on a gigabit network with failover and redundancy &lt;/i&gt;&lt;span class="anchor" id="line-82"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop is used for internal data crunching, application development, testing and getting around I/O limitations &lt;/i&gt;&lt;span class="anchor" id="line-83"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-84"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://bixolabs.com/"&gt;Bixo Labs&lt;/a&gt; - Elastic web mining &lt;/i&gt;&lt;span class="anchor" id="line-85"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;The Bixolabs elastic web mining platform uses Hadoop + Cascading to quickly build scalable web mining applications. &lt;/i&gt;&lt;span class="anchor" id="line-86"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We're doing a 200M page/5TB crawl as part of the &lt;a class="http" href="http://bixolabs.com/datasets/public-terabyte-dataset-project/"&gt;public terabyte dataset project&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-87"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;This runs as a 20 machine &lt;a class="http" href="http://aws.amazon.com/elasticmapreduce/"&gt;Elastic MapReduce&lt;/a&gt; cluster. &lt;/i&gt;&lt;span class="anchor" id="line-88"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-89"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.brainpad.co.jp/"&gt;BrainPad&lt;/a&gt; - Data mining and analysis &lt;/i&gt;&lt;span class="anchor" id="line-90"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to summarize of user's tracking data. &lt;/i&gt;&lt;span class="anchor" id="line-91"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;And use analyzing. &lt;/i&gt;&lt;span class="anchor" id="line-92"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-93"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.brockmann-consult.de/"&gt;Brockmann Consult GmbH&lt;/a&gt; - Environmental informatics and Geoinformation services &lt;/i&gt;&lt;span class="anchor" id="line-94"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to develop the &lt;a class="http" href="http://www.brockmann-consult.de/calvalus/"&gt;Calvalus&lt;/a&gt; system - parallel processing of large amounts of satellite data.&lt;/i&gt; &lt;span class="anchor" id="line-95"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Focus on generation, analysis and validation of environmental Earth Observation data products. &lt;/i&gt;&lt;span class="anchor" id="line-96"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our cluster is a rack with 20 nodes (4 cores, 4 GB RAM each), &lt;/i&gt;&lt;span class="anchor" id="line-97"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;112 TB diskspace total. &lt;/i&gt;&lt;span class="anchor" id="line-98"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-99"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="C"&gt;


C&lt;/h1&gt;
&lt;span class="anchor" id="line-100"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://caree.rs/"&gt;Caree.rs&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-101"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 15 nodes &lt;/i&gt;&lt;span class="anchor" id="line-102"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to process company and job data and run Machine learning algorithms for our recommendation engine. &lt;/i&gt;&lt;span class="anchor" id="line-103"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-104"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.cdunow.de/"&gt;CDU now!&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-105"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for our internal searching, filtering and indexing &lt;/i&gt;&lt;span class="anchor" id="line-106"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-107"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.charlestontraveler.com/"&gt;Charleston&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-108"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 15 nodes &lt;/i&gt;&lt;span class="anchor" id="line-109"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to process company and job data and run Machine learning algorithms for our recommendation engine. &lt;/i&gt;&lt;span class="anchor" id="line-110"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-111"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.cloudspace.com/"&gt;Cloudspace&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-112"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used on client projects and internal log reporting/parsing systems designed to scale to infinity and beyond. &lt;/i&gt;&lt;span class="anchor" id="line-113"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Client project: Amazon S3-backed, web-wide analytics platform &lt;/i&gt;&lt;span class="anchor" id="line-114"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Internal: cross-architecture event log aggregation &amp;amp; processing &lt;/i&gt;&lt;span class="anchor" id="line-115"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-116"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.contextweb.com/"&gt;Contextweb&lt;/a&gt; - Ad Exchange &lt;/i&gt;&lt;span class="anchor" id="line-117"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to store ad serving logs and use it as a source for ad optimizations, analytics, reporting and machine learning. &lt;/i&gt;&lt;span class="anchor" id="line-118"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Currently
 we have a 50 machine cluster with 400 cores and about 140TB raw 
storage. Each (commodity) node has 8 cores and 16GB of RAM. &lt;/i&gt;&lt;span class="anchor" id="line-119"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-120"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.cooliris.com/"&gt;Cooliris&lt;/a&gt;
 - Cooliris transforms your browser into a lightning fast, cinematic way
 to browse photos and videos, both online and on your hard drive. &lt;/i&gt;&lt;span class="anchor" id="line-121"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We have a 15-node Hadoop cluster where each machine has 8 cores, 8 GB ram, and 3-4 TB of storage. &lt;/i&gt;&lt;span class="anchor" id="line-122"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop for all of our analytics, and we use Pig to allow PMs and 
non-engineers the freedom to query the data in an ad-hoc manner. &lt;/i&gt;&lt;span class="anchor" id="line-123"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-124"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.weblab.infosci.cornell.edu/"&gt;Cornell University Web Lab&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-125"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Generating web graphs on 100 nodes (dual 2.4GHz Xeon Processor, 2 GB RAM, 72GB Hard Drive) &lt;/i&gt;&lt;span class="anchor" id="line-126"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-127"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.crs4.it/"&gt;CRS4&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-128"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://dx.doi.org/10.1109/ICPPW.2009.37"&gt;Computational biology applications&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-129"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.springerlink.com/content/np5u8k1x9l6u755g"&gt;HDFS as a VM repository for virtual clusters&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-130"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-131"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://crowdmedia.de/"&gt;crowdmedia&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-132"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Crowdmedia has a 5 Node Hadoop cluster for statistical analysis &lt;/i&gt;&lt;span class="anchor" id="line-133"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to analyse trends on Facebook and other social networks &lt;/i&gt;&lt;span class="anchor" id="line-134"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-135"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="D"&gt;


D&lt;/h1&gt;
&lt;span class="anchor" id="line-136"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://datagraph.org/"&gt;Datagraph&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-137"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for batch-processing large &lt;a class="http" href="http://www.w3.org/RDF/"&gt;RDF&lt;/a&gt; datasets, in particular for indexing RDF data. &lt;/i&gt;&lt;span class="anchor" id="line-138"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also use Hadoop for executing long-running offline &lt;a class="http" href="http://en.wikipedia.org/wiki/SPARQL"&gt;SPARQL&lt;/a&gt; queries for clients. &lt;/i&gt;&lt;span class="anchor" id="line-139"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Amazon S3 and Cassandra to store input RDF datasets and output files. &lt;/i&gt;&lt;span class="anchor" id="line-140"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We've developed &lt;a class="http" href="http://rdfgrid.rubyforge.org/"&gt;RDFgrid&lt;/a&gt;, a Ruby framework for map/reduce-based processing of RDF data. &lt;/i&gt;&lt;span class="anchor" id="line-141"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We primarily use Ruby, &lt;a class="http" href="http://rdf.rubyforge.org/"&gt;RDF.rb&lt;/a&gt; and RDFgrid to process RDF data with Hadoop Streaming. &lt;/i&gt;&lt;span class="anchor" id="line-142"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We primarily run Hadoop jobs on Amazon Elastic &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt;,
 with cluster sizes of 1 to 20 nodes depending on the size of the 
dataset (hundreds of millions to billions of RDF statements). &lt;/i&gt;&lt;span class="anchor" id="line-143"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-144"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.deepdyve.com/"&gt;Deepdyve&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-145"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Elastic cluster with 5-80 nodes &lt;/i&gt;&lt;span class="anchor" id="line-146"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use hadoop to create our indexes of deep web content and to provide a 
high availability and high bandwidth storage service for index shards 
for our search cluster. &lt;/i&gt;&lt;span class="anchor" id="line-147"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-148"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.wirtschaftsdetektei-berlin.de/"&gt;Detektei Berlin&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-149"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We are using Hadoop in our data mining and multimedia/internet research groups. &lt;/i&gt;&lt;span class="anchor" id="line-150"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;3 node cluster with 48 cores in total, 4GB RAM and 1 TB storage each. &lt;/i&gt;&lt;span class="anchor" id="line-151"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-152"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://search.detik.com/"&gt;Detikcom&lt;/a&gt; - Indonesia's largest news portal &lt;/i&gt;&lt;span class="anchor" id="line-153"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use hadoop, pig and hbase to analyze search log, generate Most View 
News, generate top wordcloud, and analyze all of our logs &lt;/i&gt;&lt;span class="anchor" id="line-154"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Currently We use 9 nodes &lt;/i&gt;&lt;span class="anchor" id="line-155"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-156"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.dropfire.com/"&gt;DropFire&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-157"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We generate Pig Latin scripts that describe structural and semantic conversions between data contexts &lt;/i&gt;&lt;span class="anchor" id="line-158"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to execute these scripts for production-level deployments &lt;/i&gt;&lt;span class="anchor" id="line-159"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Eliminates the need for explicit data and schema mappings during database integration &lt;/i&gt;&lt;span class="anchor" id="line-160"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-161"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="E"&gt;


E&lt;/h1&gt;
&lt;span class="anchor" id="line-162"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.ebay.com/"&gt;EBay&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-163"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;532 nodes cluster (8 * 532 cores, 5.3PB). &lt;/i&gt;&lt;span class="anchor" id="line-164"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Heavy usage of Java &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt;, Pig, Hive, HBase &lt;/i&gt;&lt;span class="anchor" id="line-165"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using it for Search optimization and Research. &lt;/i&gt;&lt;span class="anchor" id="line-166"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-167"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.enet.gr/"&gt;Enet&lt;/a&gt;, 'Eleftherotypia' newspaper, Greece &lt;/i&gt;&lt;span class="anchor" id="line-168"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Experimental installation - storage for logs and digital assets &lt;/i&gt;&lt;span class="anchor" id="line-169"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Currently 5 nodes cluster &lt;/i&gt;&lt;span class="anchor" id="line-170"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using hadoop for log analysis/data mining/machine learning &lt;/i&gt;&lt;span class="anchor" id="line-171"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-172"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.enormo.com/"&gt;Enormo&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-173"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;4 nodes cluster (32 cores, 1TB). &lt;/i&gt;&lt;span class="anchor" id="line-174"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to filter and index our listings, removing exact duplicates and grouping similar ones. &lt;/i&gt;&lt;span class="anchor" id="line-175"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We plan to use Pig very shortly to produce statistics. &lt;/i&gt;&lt;span class="anchor" id="line-176"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-177"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://blog.espol.edu.ec/hadoop/"&gt;ESPOL University (Escuela Superior Politécnica del Litoral) in Guayaquil, Ecuador&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-178"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;4 nodes proof-of-concept cluster. &lt;/i&gt;&lt;span class="anchor" id="line-179"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop in a Data-Intensive Computing capstone course. The course 
projects cover topics like information retrieval, machine learning, 
social network analysis, business intelligence, and network security. &lt;/i&gt;&lt;span class="anchor" id="line-180"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;The students use on-demand clusters launched using Amazon's EC2 and EMR services, thanks to its AWS in Education program. &lt;/i&gt;&lt;span class="anchor" id="line-181"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-182"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.systems.ethz.ch/education/courses/hs08/map-reduce/"&gt;ETH Zurich Systems Group&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-183"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We are using Hadoop in a course that we are currently teaching: "Massively Parallel Data Analysis with &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt;". The course projects are based on real use-cases from biological data analysis. &lt;/i&gt;&lt;span class="anchor" id="line-184"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Cluster hardware: 16 x (Quad-core Intel Xeon, 8GB RAM, 1.5 TB Hard-Disk) &lt;/i&gt;&lt;span class="anchor" id="line-185"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-186"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.eyealike.com/"&gt;Eyealike&lt;/a&gt; - Visual Media Search Platform &lt;/i&gt;&lt;span class="anchor" id="line-187"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Facial similarity and recognition across large datasets. &lt;/i&gt;&lt;span class="anchor" id="line-188"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Image content based advertising and auto-tagging for social media. &lt;/i&gt;&lt;span class="anchor" id="line-189"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Image based video copyright protection. &lt;/i&gt;&lt;span class="anchor" id="line-190"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-191"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="F"&gt;


F&lt;/h1&gt;
&lt;span class="anchor" id="line-192"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.facebook.com/"&gt;Facebook&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-193"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop to store copies of internal log and dimension data sources 
and use it as a source for reporting/analytics and machine learning. &lt;/i&gt;&lt;span class="anchor" id="line-194"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Currently we have 2 major clusters: * A 1100-machine cluster with 8800 cores and about 12 PB raw storage. &lt;/i&gt;&lt;span class="anchor" id="line-195"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;A 300-machine cluster with 2400 cores and about 3 PB raw storage. &lt;/i&gt;&lt;span class="anchor" id="line-196"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Each (commodity) node has 8 cores and 12 TB of storage. &lt;/i&gt;&lt;span class="anchor" id="line-197"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 are heavy users of both streaming as well as the Java apis. We have 
built a higher level data warehousing framework using these features 
called Hive (see the &lt;a class="http" href="http://hadoop.apache.org/hive/"&gt;http://hadoop.apache.org/hive/&lt;/a&gt;). We have also developed a FUSE implementation over hdfs. &lt;/i&gt;&lt;span class="anchor" id="line-198"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-199"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.foxaudiencenetwork.com/"&gt;FOX Audience Network&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-200"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;40 machine cluster (8 cores/machine, 2TB/machine storage) &lt;/i&gt;&lt;span class="anchor" id="line-201"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;70 machine cluster (8 cores/machine, 3TB/machine storage) &lt;/i&gt;&lt;span class="anchor" id="line-202"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;30 machine cluster (8 cores/machine, 4TB/machine storage) &lt;/i&gt;&lt;span class="anchor" id="line-203"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Use for log analysis, data mining and machine learning &lt;/i&gt;&lt;span class="anchor" id="line-204"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-205"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.forward3d.co.uk/"&gt;Forward3D&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-206"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;5 machine cluster (8 cores/machine, 5TB/machine storage) &lt;/i&gt;&lt;span class="anchor" id="line-207"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Existing 19 virtual machine cluster (2 cores/machine 30TB storage) &lt;/i&gt;&lt;span class="anchor" id="line-208"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Predominantly Hive and Streaming API based jobs (~20,000 jobs a week) using &lt;a class="http" href="http://github.com/trafficbroker/mandy"&gt;our Ruby library&lt;/a&gt;, or see the &lt;a class="http" href="http://oobaloo.co.uk/articles/2010/1/12/mapreduce-with-hadoop-and-ruby.html"&gt;canonical WordCount example&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-209"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Daily batch ETL with a slightly modified &lt;a class="http" href="http://github.com/pingles/clojure-hadoop"&gt;clojure-hadoop&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-210"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Log analysis &lt;/i&gt;&lt;span class="anchor" id="line-211"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Data mining &lt;/i&gt;&lt;span class="anchor" id="line-212"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Machine learning &lt;/i&gt;&lt;span class="anchor" id="line-213"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-214"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://freestylers.jp/"&gt;Freestylers&lt;/a&gt; - Image retrieval engine &lt;/i&gt;&lt;span class="anchor" id="line-215"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 Japanese company Freestylers use Hadoop to build the image processing 
environment for image-based product recommendation system mainly on 
Amazon EC2, from April 2009. &lt;/i&gt;&lt;span class="anchor" id="line-216"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our Hadoop environment produces the original database for fast access from our web application. &lt;/i&gt;&lt;span class="anchor" id="line-217"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also uses Hadoop to analyzing similarities of user's behavior. &lt;/i&gt;&lt;span class="anchor" id="line-218"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-219"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="G"&gt;


G&lt;/h1&gt;
&lt;span class="anchor" id="line-220"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.gis.tw/en"&gt;GIS.FCU&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-221"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Feng Chia University &lt;/i&gt;&lt;span class="anchor" id="line-222"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;3 machine cluster (4 cores, 1TB/machine) &lt;/i&gt;&lt;span class="anchor" id="line-223"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;storeage for sensor data &lt;/i&gt;&lt;span class="anchor" id="line-224"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.google.com/"&gt;Google&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-225"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.google.com/intl/en/press/pressrel/20071008_ibm_univ.html"&gt;University Initiative to Address Internet-Scale Computing Challenges&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-226"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-227"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.gruter.com/"&gt;Gruter. Corp.&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-228"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;30 machine cluster (4 cores, 1TB~2TB/machine storage) &lt;/i&gt;&lt;span class="anchor" id="line-229"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;storage for blog data and web documents &lt;/i&gt;&lt;span class="anchor" id="line-230"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;used for data indexing by &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-231"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;link analyzing and Machine Learning by &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-232"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-233"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://gumgum.com/"&gt;GumGum&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-234"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;9 node cluster (Amazon EC2 c1.xlarge) &lt;/i&gt;&lt;span class="anchor" id="line-235"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Nightly &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; jobs on &lt;a class="http" href="http://aws.amazon.com/elasticmapreduce/"&gt;Amazon Elastic MapReduce&lt;/a&gt; process data stored in S3 &lt;/i&gt;&lt;span class="anchor" id="line-236"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; jobs written in &lt;a class="http" href="http://groovy.codehaus.org/"&gt;Groovy&lt;/a&gt; use Hadoop Java APIs &lt;/i&gt;&lt;span class="anchor" id="line-237"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Image and advertising analytics &lt;/i&gt;&lt;span class="anchor" id="line-238"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-239"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="H"&gt;


H&lt;/h1&gt;
&lt;span class="anchor" id="line-240"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hadoop.co.kr/"&gt;Hadoop Korean User Group&lt;/a&gt;, a Korean Local Community Team Page. &lt;/i&gt;&lt;span class="anchor" id="line-241"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;50 node cluster In the Korea university network environment. * Pentium 4 PC, HDFS 4TB Storage &lt;/i&gt;&lt;span class="anchor" id="line-242"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-243"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for development projects * Retrieving and Analyzing Biomedical Knowledge &lt;/i&gt;&lt;span class="anchor" id="line-244"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Latent Semantic Analysis, Collaborative Filtering &lt;/i&gt;&lt;span class="anchor" id="line-245"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-246"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hotelsandaccommodation.com.au/"&gt;Hotels &amp;amp; Accommodation&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-247"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;3 machine cluster (4 cores/machine, 2TB/machine) &lt;/i&gt;&lt;span class="anchor" id="line-248"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop for data for search and aggregation &lt;/i&gt;&lt;span class="anchor" id="line-249"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hbase hosting &lt;/i&gt;&lt;span class="anchor" id="line-250"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-251"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hulu.com/"&gt;Hulu&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-252"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;13 machine cluster (8 cores/machine, 4TB/machine) &lt;/i&gt;&lt;span class="anchor" id="line-253"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Log storage and analysis &lt;/i&gt;&lt;span class="anchor" id="line-254"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hbase hosting &lt;/i&gt;&lt;span class="anchor" id="line-255"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-256"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hundeshagen.de/"&gt;Hundeshagen&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-257"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;6 node cluster (each node has: 4 dual core CPUs, 1,5TB storage, 4GB RAM, &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/RedHat"&gt;RedHat&lt;/a&gt; OS) &lt;/i&gt;&lt;span class="anchor" id="line-258"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using Hadoop for our high speed data mining applications in corporation with &lt;a class="http" href="http://www.ehescheidung-jetzt.de/"&gt;Online Scheidung&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-259"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-260"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hadoop.tw/"&gt;Hadoop Taiwan User Group&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-261"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-262"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://net-ngo.com/"&gt;Hipotecas y euribor&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-263"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Evolución del euribor y valor actual &lt;/i&gt;&lt;span class="anchor" id="line-264"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Simulador de hipotecas en crisis económica &lt;/i&gt;&lt;span class="anchor" id="line-265"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-266"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.hostinghabitat.com/"&gt;Hosting Habitat&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-267"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use a customised version of Hadoop and Nutch in a currently experimental 6 node/Dual Core cluster environment. &lt;/i&gt;&lt;span class="anchor" id="line-268"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;What
 we crawl are our clients Websites and from the information we gather. 
We fingerprint old and non updated software packages in that shared 
hosting environment. We can then inform our clients that they have old 
and non updated software running after matching a signature to a 
Database. With that information we know which sites would require 
patching as a free and courtesy service to protect the majority of 
users. Without the technologies of Nutch and Hadoop this would be a far 
harder to accomplish task. &lt;/i&gt;&lt;span class="anchor" id="line-269"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-270"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="I"&gt;


I&lt;/h1&gt;
&lt;span class="anchor" id="line-271"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.ibm.com/"&gt;IBM&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-272"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www-03.ibm.com/press/us/en/pressrelease/22613.wss"&gt;Blue Cloud Computing Clusters&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-273"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www-03.ibm.com/press/us/en/pressrelease/22414.wss"&gt;University Initiative to Address Internet-Scale Computing Challenges&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-274"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-275"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.iccs.informatics.ed.ac.uk/"&gt;ICCS&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-276"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 are using Hadoop and Nutch to crawl Blog posts and later process them. 
Hadoop is also beginning to be used in our teaching and general research
 activities on natural language processing and machine learning. &lt;/i&gt;&lt;span class="anchor" id="line-277"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-278"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://search.iiit.ac.in/"&gt;IIIT, Hyderabad&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-279"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use hadoop for Information Retrieval and Extraction research projects. 
Also working on map-reduce scheduling research for multi-job 
environments. &lt;/i&gt;&lt;span class="anchor" id="line-280"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our
 cluster sizes vary from 10 to 30 nodes, depending on the jobs. 
Heterogenous nodes with most being Quad 6600s, 4GB RAM and 1TB disk per 
node. Also some nodes with dual core and single core configurations. &lt;/i&gt;&lt;span class="anchor" id="line-281"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-282"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.imageshack.us/"&gt;ImageShack&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-283"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;From &lt;a class="http" href="http://www.techcrunch.com/2008/05/20/update-imageshack-ceo-hints-at-his-grander-ambitions/"&gt;TechCrunch&lt;/a&gt;: &lt;/i&gt;&lt;span class="anchor" id="line-284"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;Rather
 than put ads in or around the images it hosts, Levin is working on 
harnessing all the data his service generates about content consumption 
(perhaps to better target advertising on &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/ImageShack"&gt;ImageShack&lt;/a&gt;
 or to syndicate that targetting data to ad networks). Like Google and 
Yahoo, he is deploying the open-source Hadoop software to create a 
massive distributed supercomputer, but he is using it to analyze all the
 data he is collecting. &lt;/i&gt;&lt;span class="anchor" id="line-285"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-286"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.imvu.com/"&gt;IMVU&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-287"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to analyze our virtual economy &lt;/i&gt;&lt;span class="anchor" id="line-288"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 also use Hive to access our trove of operational data to inform product
 development decisions around improving user experience and retention as
 well as meeting revenue targets &lt;/i&gt;&lt;span class="anchor" id="line-289"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our
 data is stored in s3 and pulled into our clusters of up to 4 m1.large 
EC2 instances. Our total data volume is on the order of 5Tb &lt;/i&gt;&lt;span class="anchor" id="line-290"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-291"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.infolinks.com/"&gt;Infolinks&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-292"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to analyze production logs and to provide various statistics on our In-Text advertising network. &lt;/i&gt;&lt;span class="anchor" id="line-293"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also use Hadoop/HBase to process user interactions with advertisements and to optimize ad selection. &lt;/i&gt;&lt;span class="anchor" id="line-294"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-295"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.isi.edu/"&gt;Information Sciences Institute (ISI)&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-296"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used Hadoop and 18 nodes/52 cores to &lt;a class="http" href="http://www.isi.edu/ant/address/whole_internet/"&gt;plot the entire internet&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-297"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-298"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://infochimps.org/"&gt;Infochimps&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-299"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;30
 node AWS EC2 cluster (varying instance size, currently EBS-backed) 
managed by Chef &amp;amp; Poolparty running Hadoop 0.20.2+228, Pig 0.5.0+30,
 Azkaban 0.04, &lt;a class="http" href="http://github.com/infochimps/wukong"&gt;Wukong&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-300"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for ETL &amp;amp; data analysis on terascale datasets, especially social network data (on &lt;a class="http" href="http://api.infochimps.com/"&gt;api.infochimps.com&lt;/a&gt;) &lt;/i&gt;&lt;span class="anchor" id="line-301"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-302"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.iterend.com/"&gt;Iterend&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-303"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;using 10 node hdfs cluster to store and process retrieved data on. &lt;/i&gt;&lt;span class="anchor" id="line-304"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-305"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="J"&gt;


J&lt;/h1&gt;
&lt;span class="anchor" id="line-306"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://joost.com/"&gt;Joost&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-307"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Session analysis and report generation &lt;/i&gt;&lt;span class="anchor" id="line-308"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-309"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.journeydynamics.com/"&gt;Journey Dynamics&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-310"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using Hadoop &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; to analyse billions of lines of GPS data to create &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/TrafficSpeeds"&gt;TrafficSpeeds&lt;/a&gt;, our accurate traffic speed forecast product. &lt;/i&gt;&lt;span class="anchor" id="line-311"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-312"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="K"&gt;


K&lt;/h1&gt;
&lt;span class="anchor" id="line-313"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.kalooga.com/"&gt;Kalooga&lt;/a&gt; - Kalooga is a discovery service for image galleries. &lt;/i&gt;&lt;span class="anchor" id="line-314"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Uses Hadoop, Hbase, Chukwa and Pig on a 20-node cluster for crawling, analysis and events processing. &lt;/i&gt;&lt;span class="anchor" id="line-315"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-316"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://katta.wiki.sourceforge.net/"&gt;Katta&lt;/a&gt; - Katta serves large Lucene indexes in a grid environment. &lt;/i&gt;&lt;span class="anchor" id="line-317"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Uses Hadoop &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/FileSytem"&gt;FileSytem&lt;/a&gt;, RPC and IO &lt;/i&gt;&lt;span class="anchor" id="line-318"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-319"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.koubei.com/"&gt;Koubei.com&lt;/a&gt; Large local community and local search at China. &lt;/i&gt;&lt;span class="anchor" id="line-320"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using
 Hadoop to process apache log, analyzing user's action and click flow 
and the links click with any specified page in site and more. Using 
Hadoop to process whole price data user input with map/reduce. &lt;/i&gt;&lt;span class="anchor" id="line-321"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-322"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://krugle.com/"&gt;Krugle&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-323"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Source code search engine uses Hadoop and Nutch. &lt;/i&gt;&lt;span class="anchor" id="line-324"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-325"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="L"&gt;


L&lt;/h1&gt;
&lt;span class="anchor" id="line-326"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://clic.cimec.unitn.it/"&gt;Language, Interaction and Computation Laboratory (Clic - CIMeC)&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-327"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 10 nodes, each node has 8 core and 8GB of RAM &lt;/i&gt;&lt;span class="anchor" id="line-328"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Studying verbal and non-verbal communication. &lt;/i&gt;&lt;span class="anchor" id="line-329"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-330"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.last.fm/"&gt;Last.fm&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-331"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;44 nodes &lt;/i&gt;&lt;span class="anchor" id="line-332"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Dual quad-core Xeon L5520 (Nehalem) @ 2.27GHz, 16GB RAM, 4TB/node storage. &lt;/i&gt;&lt;span class="anchor" id="line-333"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for charts calculation, log analysis, A/B testing &lt;/i&gt;&lt;span class="anchor" id="line-334"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-335"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;20 dual quad-core nodes, 32GB RAM , 5x1TB &lt;/i&gt;&lt;span class="anchor" id="line-336"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for user profile analysis, statistical analysis,cookie level reporting tools. &lt;/i&gt;&lt;span class="anchor" id="line-337"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Some Hive but mainly automated Java &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; jobs that process ~150MM new events/day. &lt;/i&gt;&lt;span class="anchor" id="line-338"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-339"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="https" href="https://lbg.unc.edu/"&gt;Lineberger Comprehensive Cancer Center - Bioinformatics Group&lt;/a&gt;
 This is the cancer center at UNC Chapel Hill. We are using Hadoop/HBase
 for databasing and analyzing Next Generation Sequencing (NGS) data 
produced for the &lt;a class="http" href="http://cancergenome.nih.gov/"&gt;Cancer Genome Atlas&lt;/a&gt; (TCGA) project and other groups. This development is based on the &lt;a class="http" href="http://seqware.sf.net/"&gt;SeqWare&lt;/a&gt; open source project which includes &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/SeqWare"&gt;SeqWare&lt;/a&gt;
 Query Engine, a database and web service built on top of HBase that 
stores sequence data types. Our prototype cluster includes: &lt;/i&gt;&lt;span class="anchor" id="line-340"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;8 dual quad core nodes running CentOS &lt;/i&gt;&lt;span class="anchor" id="line-341"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;total of 48TB of HDFS storage &lt;/i&gt;&lt;span class="anchor" id="line-342"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;HBase &amp;amp; Hadoop version 0.20 &lt;/i&gt;&lt;span class="anchor" id="line-343"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-344"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.legolas-media.com/"&gt;Legolas Media&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-345"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-346"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.linkedin.com/"&gt;LinkedIn&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-347"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We have multiple grids divided up based upon purpose. * Hardware: &lt;/i&gt;&lt;span class="anchor" id="line-348"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;120 Nehalem-based Sun x4275, with 2x4 cores, 24GB RAM, 8x1TB SATA &lt;/i&gt;&lt;span class="anchor" id="line-349"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;580 Westmere-based HP SL 170x, with 2x4 cores, 24GB RAM, 6x2TB SATA &lt;/i&gt;&lt;span class="anchor" id="line-350"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;1200 Westmere-based &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/SuperMicro"&gt;SuperMicro&lt;/a&gt; X8DTT-H, with 2x6 cores, 24GB RAM, 6x2TB SATA &lt;/i&gt;&lt;span class="anchor" id="line-351"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Software: * CentOS 5.5 -&amp;gt; RHEL 6.1 &lt;/i&gt;&lt;span class="anchor" id="line-352"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Sun JDK 1.6.0_14 -&amp;gt; Sun JDK 1.6.0_20 -&amp;gt; Sun JDK 1.6.0_26 &lt;/i&gt;&lt;span class="anchor" id="line-353"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Apache Hadoop 0.20.2+patches -&amp;gt; Apache Hadoop 0.20.204+patches &lt;/i&gt;&lt;span class="anchor" id="line-354"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Pig 0.9 heavily customized &lt;/i&gt;&lt;span class="anchor" id="line-355"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Azkaban for scheduling &lt;/i&gt;&lt;span class="anchor" id="line-356"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hive, Avro, Kafka, and other bits and pieces... &lt;/i&gt;&lt;span class="anchor" id="line-357"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-358"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use these things for discovering People You May Know and &lt;a class="http" href="http://www.linkedin.com/careerexplorer/dashboard"&gt;other&lt;/a&gt; &lt;a class="http" href="http://inmaps.linkedinlabs.com/"&gt;fun&lt;/a&gt; &lt;a class="http" href="http://www.linkedin.com/skills/"&gt;facts&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-359"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-360"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.lookery.com/"&gt;Lookery&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-361"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to process clickstream and demographic data in order to create web analytic reports. &lt;/i&gt;&lt;span class="anchor" id="line-362"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our cluster runs across Amazon's EC2 webservice and makes use of the streaming module to use Python for most operations. &lt;/i&gt;&lt;span class="anchor" id="line-363"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-364"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.lotame.com/"&gt;Lotame&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-365"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using Hadoop and Hbase for storage, log analysis, and pattern discovery/analysis. &lt;/i&gt;&lt;span class="anchor" id="line-366"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-367"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="M"&gt;


M&lt;/h1&gt;
&lt;span class="anchor" id="line-368"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.markt24.de/"&gt;Markt24&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-369"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to filter user behaviour, recommendations and trends from externals sites &lt;/i&gt;&lt;span class="anchor" id="line-370"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using zkpython &lt;/i&gt;&lt;span class="anchor" id="line-371"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used EC2, no using many small machines (8GB Ram, 4 cores, 1TB) &lt;/i&gt;&lt;span class="anchor" id="line-372"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-373"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.crmcs.com//"&gt;MicroCode&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-374"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;18 node cluster (Quad-Core Intel Xeon, 1TB/node storage) &lt;/i&gt;&lt;span class="anchor" id="line-375"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Financial data for search and aggregation &lt;/i&gt;&lt;span class="anchor" id="line-376"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Customer Relation Management data for search and aggregation &lt;/i&gt;&lt;span class="anchor" id="line-377"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-378"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.media6degrees.com//"&gt;Media 6 Degrees&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-379"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;20 node cluster (dual quad cores, 16GB, 6TB) &lt;/i&gt;&lt;span class="anchor" id="line-380"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used log processing, data analysis and machine learning. &lt;/i&gt;&lt;span class="anchor" id="line-381"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Focus is on social graph analysis and ad optimization. &lt;/i&gt;&lt;span class="anchor" id="line-382"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Use a mix of Java, Pig and Hive. &lt;/i&gt;&lt;span class="anchor" id="line-383"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-384"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.mercadolibre.com//"&gt;Mercadolibre.com&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-385"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;20 nodes cluster (12 * 20 cores, 32GB, 53.3TB) &lt;/i&gt;&lt;span class="anchor" id="line-386"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Custemers log on on-line apps &lt;/i&gt;&lt;span class="anchor" id="line-387"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Operations log processing &lt;/i&gt;&lt;span class="anchor" id="line-388"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Use java, pig, hive, oozie &lt;/i&gt;&lt;span class="anchor" id="line-389"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-390"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.mobileanalytics.tv//"&gt;MobileAnalytic.TV&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-391"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to develop &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; algorithms: &lt;/i&gt;&lt;span class="anchor" id="line-392"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Information retrival and analytics &lt;/i&gt;&lt;span class="anchor" id="line-393"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Machine generated content - documents, text, audio, &amp;amp; video &lt;/i&gt;&lt;span class="anchor" id="line-394"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Natural Language Processing &lt;/i&gt;&lt;span class="anchor" id="line-395"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Project portfolio includes: * Natural Language Processing &lt;/i&gt;&lt;span class="anchor" id="line-396"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Mobile Social Network Hacking &lt;/i&gt;&lt;span class="anchor" id="line-397"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Web Crawlers/Page scrapping &lt;/i&gt;&lt;span class="anchor" id="line-398"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Text to Speech &lt;/i&gt;&lt;span class="anchor" id="line-399"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Machine generated Audio &amp;amp; Video with remuxing &lt;/i&gt;&lt;span class="anchor" id="line-400"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Automatic PDF creation &amp;amp; IR &lt;/i&gt;&lt;span class="anchor" id="line-401"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-402"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;2 node cluster (Windows Vista/CYGWIN, &amp;amp; CentOS) for developing &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; programs. &lt;/i&gt;&lt;span class="anchor" id="line-403"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-404"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.mylife.com/"&gt;MyLife&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-405"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;18 node cluster (Quad-Core AMD Opteron 2347, 1TB/node storage) &lt;/i&gt;&lt;span class="anchor" id="line-406"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Powers data for search and aggregation &lt;/i&gt;&lt;span class="anchor" id="line-407"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-408"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://metrixcloud.com/"&gt;MetrixCloud&lt;/a&gt; - provides commercial support, installation, and hosting of Hadoop Clusters. &lt;a class="http" href="http://metrixcloud.com/contact.php"&gt;Contact Us.&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-409"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-410"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="N"&gt;


N&lt;/h1&gt;
&lt;span class="anchor" id="line-411"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.navteqmedia.com/"&gt;NAVTEQ Media Solutions&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-412"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop/Mahout to process user interactions with advertisements to optimize ad selection. &lt;/i&gt;&lt;span class="anchor" id="line-413"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-414"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.openneptune.com/"&gt;Neptune&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-415"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Another Bigtable cloning project using Hadoop to store large structured data set. &lt;/i&gt;&lt;span class="anchor" id="line-416"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;200 nodes(each node has: 2 dual core CPUs, 2TB storage, 4GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-417"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-418"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.netseer.com/"&gt;NetSeer&lt;/a&gt; - &lt;/i&gt;&lt;span class="anchor" id="line-419"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Up to 1000 instances on &lt;a class="http" href="http://www.amazon.com/b/ref=sc_fe_l_2/002-1156069-5604805?ie=UTF8&amp;amp;node=201590011&amp;amp;no=3435361&amp;amp;me=A36L942TSJ2AJA"&gt;Amazon EC2&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-420"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Data storage in &lt;a class="http" href="http://www.amazon.com/S3-AWS-home-page-Money/b/ref=sc_fe_l_2/002-1156069-5604805?ie=UTF8&amp;amp;node=16427261&amp;amp;no=3435361&amp;amp;me=A36L942TSJ2AJA"&gt;Amazon S3&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-421"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;50 node cluster in Coloc &lt;/i&gt;&lt;span class="anchor" id="line-422"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for crawling, processing, serving and log analysis &lt;/i&gt;&lt;span class="anchor" id="line-423"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-424"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://nytimes.com/"&gt;The New York Times&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-425"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://open.blogs.nytimes.com/2007/11/01/self-service-prorated-super-computing-fun/"&gt;Large scale image conversions&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-426"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used EC2 to run hadoop on a large virtual cluster &lt;/i&gt;&lt;span class="anchor" id="line-427"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-428"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.ning.com/"&gt;Ning&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-429"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to store and process our log files &lt;/i&gt;&lt;span class="anchor" id="line-430"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We rely on Apache Pig for reporting, analytics, Cascading for machine learning, and on a proprietary &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/JavaScript"&gt;JavaScript&lt;/a&gt; API for ad-hoc queries &lt;/i&gt;&lt;span class="anchor" id="line-431"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use commodity hardware, with 8 cores and 16 GB of RAM per machine &lt;/i&gt;&lt;span class="anchor" id="line-432"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-433"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="O"&gt;


O&lt;/h1&gt;
&lt;span class="anchor" id="line-434"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.optivo.com/"&gt;optivo&lt;/a&gt; - Email marketing software &lt;/i&gt;&lt;span class="anchor" id="line-435"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to aggregate and analyse email campaigns and user interactions. &lt;/i&gt;&lt;span class="anchor" id="line-436"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Developement is based on the github repository. &lt;/i&gt;&lt;span class="anchor" id="line-437"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-438"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="P"&gt;


P&lt;/h1&gt;
&lt;span class="anchor" id="line-439"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://papertrailapp.com/"&gt;Papertrail&lt;/a&gt; - Hosted syslog and app log management &lt;/i&gt;&lt;span class="anchor" id="line-440"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hosted syslog and app log service can feed customer logs into Hadoop for their analysis (usually with &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/help.papertrailapp.com/kb/analytics/log-analytics-with-hadoop-and-hive"&gt;Hive&lt;/a&gt;) &lt;/i&gt;&lt;span class="anchor" id="line-441"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Most customers load gzipped TSVs from S3 (which are uploaded nightly) into Amazon Elastic &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-442"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-443"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://parc.com/"&gt;PARC&lt;/a&gt; - Used Hadoop to analyze Wikipedia conflicts &lt;a class="http" href="http://asc.parc.googlepages.com/2007-10-28-VAST2007-RevertGraph-Wiki.pdf"&gt;paper&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-444"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-445"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.performable.com/"&gt;Performable&lt;/a&gt; - Web Analytics Software &lt;/i&gt;&lt;span class="anchor" id="line-446"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to process web clickstream, marketing, CRM, &amp;amp; email data in order to create multi-channel analytic reports. &lt;/i&gt;&lt;span class="anchor" id="line-447"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our cluster runs on Amazon's EC2 webservice and makes use of Python for most of our codebase. &lt;/i&gt;&lt;span class="anchor" id="line-448"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-449"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://pharm2phork.org/"&gt;Pharm2Phork Project&lt;/a&gt; - Agricultural Traceability &lt;/i&gt;&lt;span class="anchor" id="line-450"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using Hadoop on EC2 to process observation messages generated by RFID/Barcode readers as items move through supply chain. &lt;/i&gt;&lt;span class="anchor" id="line-451"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Analysis of BPEL generated log files for monitoring and tuning of workflow processes. &lt;/i&gt;&lt;span class="anchor" id="line-452"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-453"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.powerset.com/"&gt;Powerset / Microsoft&lt;/a&gt; - Natural Language Search &lt;/i&gt;&lt;span class="anchor" id="line-454"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;up to 400 instances on &lt;a class="http" href="http://www.amazon.com/b/ref=sc_fe_l_2/002-1156069-5604805?ie=UTF8&amp;amp;node=201590011&amp;amp;no=3435361&amp;amp;me=A36L942TSJ2AJA"&gt;Amazon EC2&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-455"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;data storage in &lt;a class="http" href="http://www.amazon.com/S3-AWS-home-page-Money/b/ref=sc_fe_l_2/002-1156069-5604805?ie=UTF8&amp;amp;node=16427261&amp;amp;no=3435361&amp;amp;me=A36L942TSJ2AJA"&gt;Amazon S3&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-456"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Microsoft is now contributing to HBase, a Hadoop subproject ( &lt;a class="http" href="http://port25.technet.com/archive/2008/10/14/microsoft-s-powerset-team-resumes-hbase-contributions.aspx"&gt;announcement&lt;/a&gt;). &lt;/i&gt;&lt;span class="anchor" id="line-457"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-458"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://pressflip.com/"&gt;Pressflip&lt;/a&gt; - Personalized Persistent Search &lt;/i&gt;&lt;span class="anchor" id="line-459"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using Hadoop on EC2 to process documents from a continuous web crawl and distributed training of support vector machines &lt;/i&gt;&lt;span class="anchor" id="line-460"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Using HDFS for large archival data storage &lt;/i&gt;&lt;span class="anchor" id="line-461"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-462"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.pronux.ch/"&gt;Pronux&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-463"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;4 nodes cluster (32 cores, 1TB). &lt;/i&gt;&lt;span class="anchor" id="line-464"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for searching and analysis of millions of bookkeeping postings &lt;/i&gt;&lt;span class="anchor" id="line-465"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Also used as a proof of concept cluster for a cloud based ERP system &lt;/i&gt;&lt;span class="anchor" id="line-466"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-467"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.pokertablestats.com/"&gt;PokerTableStats&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-468"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;2 nodes cluster (16 cores, 500GB). &lt;/i&gt;&lt;span class="anchor" id="line-469"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for analyzing poker players game history and generating gameplay related players statistics &lt;/i&gt;&lt;span class="anchor" id="line-470"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-471"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.portabilite.info/"&gt;Portabilité&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-472"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;50 node cluster in Colo. &lt;/i&gt;&lt;span class="anchor" id="line-473"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Also used as a proof of concept cluster for a cloud based ERP syste. &lt;/i&gt;&lt;span class="anchor" id="line-474"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-475"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.psgtech.edu/"&gt;PSG Tech, Coimbatore, India&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-476"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Multiple
 alignment of protein sequences helps to determine evolutionary linkages
 and to predict molecular structures. The dynamic nature of the 
algorithm coupled with data and compute parallelism of hadoop data grids
 improves the accuracy and speed of sequence alignment. Parallelism at 
the sequence and block level reduces the time complexity of MSA 
problems. Scalable nature of Hadoop makes it apt to solve large scale 
alignment problems. &lt;/i&gt;&lt;span class="anchor" id="line-477"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our
 cluster size varies from 5 to 10 nodes. Cluster nodes vary from 2950 
Quad Core Rack Server, with 2x6MB Cache and 4 x 500 GB SATA Hard Drive 
to E7200 / E7400 processors with 4 GB RAM and 160 GB HDD. &lt;/i&gt;&lt;span class="anchor" id="line-478"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-479"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="Q"&gt;


Q&lt;/h1&gt;
&lt;span class="anchor" id="line-480"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.quantcast.com/"&gt;Quantcast&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-481"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;3000 cores, 3500TB. 1PB+ processing each day. &lt;/i&gt;&lt;span class="anchor" id="line-482"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop scheduler with fully custom data path / sorter &lt;/i&gt;&lt;span class="anchor" id="line-483"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Significant contributions to KFS filesystem &lt;/i&gt;&lt;span class="anchor" id="line-484"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-485"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="R"&gt;


R&lt;/h1&gt;
&lt;span class="anchor" id="line-486"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.rackspace.com/email_hosting/"&gt;Rackspace&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-487"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;30 node cluster (Dual-Core, 4-8GB RAM, 1.5TB/node storage) &lt;/i&gt;&lt;span class="anchor" id="line-488"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Parses and indexes logs from email hosting system for search: &lt;a class="http" href="http://blog.racklabs.com/?p=66"&gt;http://blog.racklabs.com/?p=66&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-489"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-490"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.rakuten.co.jp/"&gt;Rakuten&lt;/a&gt; - Japan's online shopping mall &lt;/i&gt;&lt;span class="anchor" id="line-491"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;69 node cluster &lt;/i&gt;&lt;span class="anchor" id="line-492"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to analyze logs and mine data for recommender system and so on. &lt;/i&gt;&lt;span class="anchor" id="line-493"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-494"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.rapleaf.com/"&gt;Rapleaf&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-495"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;80 node cluster (each node has: 2 quad core CPUs, 4TB storage, 16GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-496"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop to process data relating to people on the web &lt;/i&gt;&lt;span class="anchor" id="line-497"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also involved with Cascading to help simplify how our data flows through various processing stages &lt;/i&gt;&lt;span class="anchor" id="line-498"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-499"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.recruit.jp/corporate/english/"&gt;Recruit&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-500"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 50 nodes (2*4cpu 2TB*4 disk 16GB RAM each) &lt;/i&gt;&lt;span class="anchor" id="line-501"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop(Hive) to analyze logs and mine data for recommendation. &lt;/i&gt;&lt;span class="anchor" id="line-502"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-503"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.reisevision.com/"&gt;reisevision&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-504"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for our internal search &lt;/i&gt;&lt;span class="anchor" id="line-505"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-506"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://code.google.com/p/redpoll/"&gt;Redpoll&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-507"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 35 nodes (2*4cpu 10TB disk 16GB RAM each) &lt;/i&gt;&lt;span class="anchor" id="line-508"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 intend to parallelize some traditional classification, clustering 
algorithms like Naive Bayes, K-Means, EM so that can deal with 
large-scale data sets. &lt;/i&gt;&lt;span class="anchor" id="line-509"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-510"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://resu.me/"&gt;Resu.me&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-511"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 5 nodes &lt;/i&gt;&lt;span class="anchor" id="line-512"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to process user resume data and run algorithms for our recommendation engine. &lt;/i&gt;&lt;span class="anchor" id="line-513"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-514"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.rightnow.com/"&gt;RightNow Technologies&lt;/a&gt; - Powering Great Experiences &lt;/i&gt;&lt;span class="anchor" id="line-515"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;16 node cluster (each node has: 2 quad core CPUs, 6TB storage, 24GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-516"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop for log and usage analysis &lt;/i&gt;&lt;span class="anchor" id="line-517"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We predominantly leverage Hive and HUE for data access &lt;/i&gt;&lt;span class="anchor" id="line-518"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-519"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="S"&gt;


S&lt;/h1&gt;
&lt;span class="anchor" id="line-520"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.sara.nl/news/recent/20101103/Hadoop_proof-of-concept.html"&gt;SARA, Netherlands&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-521"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;SARA has initiated a Proof-of-Concept project to evaluate the Hadoop software stack for scientific use. &lt;/i&gt;&lt;span class="anchor" id="line-522"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-523"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://alpha.search.wikia.com/"&gt;Search Wikia&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-524"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;A project to help develop open source social search tools. We run a 125 node hadoop cluster. &lt;/i&gt;&lt;span class="anchor" id="line-525"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-526"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://wwwse.inf.tu-dresden.de/SEDNS/SEDNS_home.html"&gt;SEDNS&lt;/a&gt; - Security Enhanced DNS Group &lt;/i&gt;&lt;span class="anchor" id="line-527"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 are gathering world wide DNS data in order to discover content 
distribution networks and configuration issues utilizing Hadoop DFS and &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/MapRed"&gt;MapRed&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-528"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-529"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.sematext.com/"&gt;Sematext International&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-530"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop to store and analyze large amounts search and performance data for our &lt;a class="http" href="http://www.sematext.com/search-analytics/index.html"&gt;Search Analytics&lt;/a&gt; and &lt;a class="http" href="http://www.sematext.com/spm/index.html"&gt;Scalable Performance Monitoring&lt;/a&gt; services. &lt;/i&gt;&lt;span class="anchor" id="line-531"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-532"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.slcsecurity.com/"&gt;SLC Security Services LLC&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-533"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;18 node cluster (each node has: 4 dual core CPUs, 1TB storage, 4GB RAM, &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/RedHat"&gt;RedHat&lt;/a&gt; OS) &lt;/i&gt;&lt;span class="anchor" id="line-534"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for our high speed data mining applications &lt;/i&gt;&lt;span class="anchor" id="line-535"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-536"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.slingmedia.com/"&gt;Sling Media&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-537"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We have a core Analytics group that is using a 10-Node cluster running &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/RedHat"&gt;RedHat&lt;/a&gt; OS &lt;/i&gt;&lt;span class="anchor" id="line-538"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop is used as an infrastructure to run &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; (MR) algorithms on a number of raw data &lt;/i&gt;&lt;span class="anchor" id="line-539"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Raw data ingest happens hourly. Raw data comes from hardware and software systems out in the field &lt;/i&gt;&lt;span class="anchor" id="line-540"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Ingested and processed data is stored into a relational DB and rolled up using Hive/Pig &lt;/i&gt;&lt;span class="anchor" id="line-541"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Plan to implement Mahout to build recommendation engine &lt;/i&gt;&lt;span class="anchor" id="line-542"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-543"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.socialmedia.com/"&gt;Socialmedia.com&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-544"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;14 node cluster (each node has: 2 dual core CPUs, 2TB storage, 8GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-545"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use hadoop to process log data and perform on-demand analytics &lt;/i&gt;&lt;span class="anchor" id="line-546"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-547"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.spadac.com/"&gt;Spadac.com&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-548"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We are developing the &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/MrGeo"&gt;MrGeo&lt;/a&gt; (Map/Reduce Geospatial) application to allow our users to bring cloud computing to geospatial processing. &lt;/i&gt;&lt;span class="anchor" id="line-549"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use HDFS and &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; to store, process, and index geospatial imagery and vector data. &lt;/i&gt;&lt;span class="anchor" id="line-550"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/MrGeo"&gt;MrGeo&lt;/a&gt; is soon to be open sourced as well. &lt;/i&gt;&lt;span class="anchor" id="line-551"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-552"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.specificmedia.com/"&gt;Specific Media&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-553"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for log aggregation, reporting and analysis &lt;/i&gt;&lt;span class="anchor" id="line-554"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Two Hadoop clusters, all nodes 16 cores, 32 GB RAM &lt;/i&gt;&lt;span class="anchor" id="line-555"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Cluster 1: 27 nodes (total 432 cores, 544GB RAM, 280TB storage) &lt;/i&gt;&lt;span class="anchor" id="line-556"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Cluster 2: 111 nodes (total 1776 cores, 3552GB RAM, 1.1PB storage) &lt;/i&gt;&lt;span class="anchor" id="line-557"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We contribute to Hadoop and related projects where possible, see &lt;a class="http" href="http://code.google.com/p/bigstreams/"&gt;http://code.google.com/p/bigstreams/&lt;/a&gt; and &lt;a class="http" href="http://code.google.com/p/hadoop-gpl-packing/"&gt;http://code.google.com/p/hadoop-gpl-packing/&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-558"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-559"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://stampedehost.com/"&gt;Stampede Data Solutions (Stampedehost.com)&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-560"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hosted Hadoop data warehouse solution provider &lt;/i&gt;&lt;span class="anchor" id="line-561"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-562"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.stumbleupon.com/"&gt;StumbleUpon (StumbleUpon.com)&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-563"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use HBase to store our recommendation information and to run other operations. We have HBase committers on staff. &lt;/i&gt;&lt;span class="anchor" id="line-564"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-565"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="T"&gt;


T&lt;/h1&gt;
&lt;span class="anchor" id="line-566"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.taragana.com/"&gt;Taragana&lt;/a&gt; - Web 2.0 Product development and outsourcing services &lt;/i&gt;&lt;span class="anchor" id="line-567"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We are using 16 consumer grade computers to create the cluster, connected by 100 Mbps network. &lt;/i&gt;&lt;span class="anchor" id="line-568"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used for testing ideas for blog and other data mining. &lt;/i&gt;&lt;span class="anchor" id="line-569"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-570"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.textmap.com/"&gt;The Lydia News Analysis Project&lt;/a&gt; - Stony Brook University &lt;/i&gt;&lt;span class="anchor" id="line-571"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 are using Hadoop on 17-node and 103-node clusters of dual-core nodes to
 process and extract statistics from over 1000 U.S. daily newspapers as 
well as historical archives of the New York Times and other sources. &lt;/i&gt;&lt;span class="anchor" id="line-572"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-573"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tailsweep.com/"&gt;Tailsweep&lt;/a&gt; - Ad network for blogs and social media &lt;/i&gt;&lt;span class="anchor" id="line-574"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;8 node cluster (Xeon Quad Core 2.4GHz, 8GB RAM, 500GB/node Raid 1 storage) &lt;/i&gt;&lt;span class="anchor" id="line-575"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used as a proof of concept cluster &lt;/i&gt;&lt;span class="anchor" id="line-576"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Handling i.e. data mining and blog crawling &lt;/i&gt;&lt;span class="anchor" id="line-577"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-578"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.thestocksprofit.com/"&gt;Technical analysis and Stock Research&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-579"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Generating stock analysis on 23 nodes (dual 2.4GHz Xeon, 2 GB RAM, 36GB Hard Drive) &lt;/i&gt;&lt;span class="anchor" id="line-580"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-581"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tegataiphoenix.com/"&gt;Tegatai&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-582"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Collection
 and analysis of Log, Threat, Risk Data and other Security Information 
on 32 nodes (8-Core Opteron 6128 CPU, 32 GB RAM, 12 TB Storage per node)
 &lt;/i&gt;&lt;span class="anchor" id="line-583"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-584"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tid.es/about-us/research-groups/"&gt;Telefonica Research&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-585"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop in our data mining and user modeling, multimedia, and internet research groups. &lt;/i&gt;&lt;span class="anchor" id="line-586"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;6 node cluster with 96 total cores, 8GB RAM and 2 TB storage per machine. &lt;/i&gt;&lt;span class="anchor" id="line-587"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-588"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.telenav.com/"&gt;Telenav&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-589"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;60-Node
 cluster for our Location-Based Content Processing including machine 
learning algorithms for Statistical Categorization, Deduping, 
Aggregation &amp;amp; Curation (Hardware: 2.5 GHz Quad-core Xeon, 4GB RAM, 
13TB HDFS storage). &lt;/i&gt;&lt;span class="anchor" id="line-590"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Private cloud for rapid server-farm setup for stage and test environments.(Using Elastic N-Node cluster) &lt;/i&gt;&lt;span class="anchor" id="line-591"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Public
 cloud for exploratory projects that require rapid servers for 
scalability and computing surges (Using Elastic N-Node cluster) &lt;/i&gt;&lt;span class="anchor" id="line-592"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-593"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tianya.cn/"&gt;Tianya&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-594"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for log analysis. &lt;/i&gt;&lt;span class="anchor" id="line-595"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-596"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tubemogul.com/"&gt;TubeMogul&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-597"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop HDFS, Map/Reduce, Hive and Hbase &lt;/i&gt;&lt;span class="anchor" id="line-598"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-599"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;We manage over 300 TB of HDFS data across four Amazon EC2 Availability Zone &lt;/i&gt;&lt;span class="anchor" id="line-600"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-601"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.tufee.de/"&gt;tufee&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-602"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Hadoop for searching and indexing &lt;/i&gt;&lt;span class="anchor" id="line-603"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-604"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.twitter.com/"&gt;Twitter&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-605"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop to store and process tweets, log files, and many other types
 of data generated across Twitter. We use Cloudera's CDH2 distribution 
of Hadoop, and store all data as compressed LZO files. &lt;/i&gt;&lt;span class="anchor" id="line-606"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use both Scala and Java to access Hadoop's &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; APIs &lt;/i&gt;&lt;span class="anchor" id="line-607"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Pig heavily for both scheduled and ad-hoc jobs, due to its ability to accomplish a lot with few statements. &lt;/i&gt;&lt;span class="anchor" id="line-608"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We employ committers on Pig, Avro, Hive, and Cassandra, and contribute much of our internal Hadoop work to opensource (see &lt;a class="http" href="http://github.com/kevinweil/hadoop-lzo"&gt;hadoop-lzo&lt;/a&gt;) &lt;/i&gt;&lt;span class="anchor" id="line-609"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;For more on our use of hadoop, see the following presentations: &lt;a class="http" href="http://www.slideshare.net/kevinweil/hadoop-pig-and-twitter-nosql-east-2009"&gt;Hadoop and Pig at Twitter&lt;/a&gt; and &lt;a class="http" href="http://www.slideshare.net/kevinweil/protocol-buffers-and-hadoop-at-twitter"&gt;Protocol Buffers and Hadoop at Twitter&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-610"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-611"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://tynt.com/"&gt;Tynt&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-612"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop to assemble web publishers' summaries of what users are 
copying from their websites, and to analyze user engagement on the web. &lt;/i&gt;&lt;span class="anchor" id="line-613"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use Pig and custom Java map-reduce code, as well as chukwa. &lt;/i&gt;&lt;span class="anchor" id="line-614"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We have 94 nodes (752 cores) in our clusters, as of July 2010, but the number grows regularly. &lt;/i&gt;&lt;span class="anchor" id="line-615"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-616"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="U"&gt;


U&lt;/h1&gt;
&lt;span class="anchor" id="line-617"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://glud.udistrital.edu.co/"&gt;Universidad Distrital Francisco Jose de Caldas (Grupo GICOGE/Grupo Linux UD GLUD/Grupo GIGA&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-618"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;5 node low-profile cluster. We use Hadoop to support the research project: Territorial Intelligence System of Bogota City. &lt;/i&gt;&lt;span class="anchor" id="line-619"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-620"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://ir.dcs.gla.ac.uk/terrier/"&gt;University of Glasgow - Terrier Team&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-621"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;30
 nodes cluster (Xeon Quad Core 2.4GHz, 4GB RAM, 1TB/node storage). We 
use Hadoop to facilitate information retrieval research &amp;amp; 
experimentation, particularly for TREC, using the Terrier IR platform. 
The open source release of &lt;a class="http" href="http://ir.dcs.gla.ac.uk/terrier/"&gt;Terrier&lt;/a&gt; includes large-scale distributed indexing using Hadoop Map Reduce. &lt;/i&gt;&lt;span class="anchor" id="line-622"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-623"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.umiacs.umd.edu/%7Ejimmylin/cloud-computing/index.html"&gt;University of Maryland&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-624"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 are one of six universities participating in IBM/Google's academic 
cloud computing initiative. Ongoing research and teaching efforts 
include projects in machine translation, language modeling, 
bioinformatics, email analysis, and image processing. &lt;/i&gt;&lt;span class="anchor" id="line-625"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-626"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://hcc.unl.edu/"&gt;University of Nebraska Lincoln, Holland Computing Center&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-627"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 currently run one medium-sized Hadoop cluster (1.6PB) to store and 
serve up physics data for the computing portion of the Compact Muon 
Solenoid (CMS) experiment. This requires a filesystem which can download
 data at multiple Gbps and process data at an even higher rate locally. 
Additionally, several of our students are involved in research projects 
on Hadoop. &lt;/i&gt;&lt;span class="anchor" id="line-628"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-629"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://dbis.informatik.uni-freiburg.de/index.php?project=DiPoS"&gt;University of Freiburg - Databases and Information Systems&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-630"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;10 nodes cluster (Dell &lt;a class="nonexistent" href="http://wiki.apache.org/hadoop/PowerEdge"&gt;PowerEdge&lt;/a&gt; R200 with Xeon Dual Core 3.16GHz, 4GB RAM, 3TB/node storage). &lt;/i&gt;&lt;span class="anchor" id="line-631"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li style="list-style-type: none;"&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our goal is to develop techniques for the Semantic Web that take advantage of &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt; (Hadoop) and its scaling-behavior to keep up with the growing proliferation of semantic data. &lt;/i&gt;&lt;span class="anchor" id="line-632"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://dbis.informatik.uni-freiburg.de/?project=DiPoS/RDFPath.html"&gt;RDFPath&lt;/a&gt; is an expressive RDF path language for querying large RDF graphs with &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-633"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://dbis.informatik.uni-freiburg.de/?project=DiPoS/PigSPARQL.html"&gt;PigSPARQL&lt;/a&gt; is a translation from SPARQL to Pig Latin allowing to execute SPARQL queries on large RDF graphs with &lt;a href="http://wiki.apache.org/hadoop/MapReduce"&gt;MapReduce&lt;/a&gt;. &lt;/i&gt;&lt;span class="anchor" id="line-634"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-635"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="V"&gt;


V&lt;/h1&gt;
&lt;span class="anchor" id="line-636"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.veoh.com/"&gt;Veoh&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-637"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use a small Hadoop cluster to reduce usage data for internal metrics, for search indexing and for recommendation data. &lt;/i&gt;&lt;span class="anchor" id="line-638"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-639"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.vibyggerhus.se/"&gt;Bygga hus&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-640"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use a Hadoop cluster to for search and indexing for our projects. &lt;/i&gt;&lt;span class="anchor" id="line-641"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-642"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.visiblemeasures.com/"&gt;Visible Measures Corporation&lt;/a&gt;
 uses Hadoop as a component in our Scalable Data Pipeline, which 
ultimately powers VisibleSuite and other products. We use Hadoop to 
aggregate, store, and analyze data related to in-stream viewing behavior
 of Internet video audiences. Our current grid contains more than 128 
CPU cores and in excess of 100 terabytes of storage, and we plan to grow
 that substantially during 2008. &lt;/i&gt;&lt;span class="anchor" id="line-643"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-644"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li class="gap"&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.vksolutions.com/"&gt;VK Solutions&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-645"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We use a small Hadoop cluster in the scope of our general research activities at &lt;a class="http" href="http://www.vklabs.com/"&gt;VK Labs&lt;/a&gt; to get a faster data access from web applications. &lt;/i&gt;&lt;span class="anchor" id="line-646"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also use Hadoop for filtering and indexing listing, processing log analysis, and for recommendation data. &lt;/i&gt;&lt;span class="anchor" id="line-647"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-648"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="W"&gt;


W&lt;/h1&gt;
&lt;span class="anchor" id="line-649"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.web-alliance.fr/"&gt;Web Alliance&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-650"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We
 use Hadoop for our internal search engine optimization (SEO) tools. It 
allows us to store, index, search data in a much faster way. &lt;/i&gt;&lt;span class="anchor" id="line-651"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We also use it for logs analysis and trends prediction. &lt;/i&gt;&lt;span class="anchor" id="line-652"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.worldlingo.com/"&gt;WorldLingo&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-653"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hardware: 44 servers (each server has: 2 dual core CPUs, 2TB storage, 8GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-654"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Each
 server runs Xen with one Hadoop/HBase instance and another instance 
with web or application servers, giving us 88 usable virtual machines. &lt;/i&gt;&lt;span class="anchor" id="line-655"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;We run two separate Hadoop/HBase clusters with 22 nodes each. &lt;/i&gt;&lt;span class="anchor" id="line-656"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Hadoop is primarily used to run HBase and Map/Reduce jobs scanning over the HBase tables to perform specific tasks. &lt;/i&gt;&lt;span class="anchor" id="line-657"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;HBase is used as a scalable and fast storage back end for millions of documents. &lt;/i&gt;&lt;span class="anchor" id="line-658"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Currently we store 12million documents with a target of 450million in the near future. &lt;/i&gt;&lt;span class="anchor" id="line-659"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-660"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="X"&gt;


X&lt;/h1&gt;
&lt;span class="anchor" id="line-661"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;h1 id="Y"&gt;


Y&lt;/h1&gt;
&lt;span class="anchor" id="line-662"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.yahoo.com/"&gt;Yahoo!&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-663"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;More than 100,000 CPUs in &amp;gt;40,000 computers running Hadoop &lt;/i&gt;&lt;span class="anchor" id="line-664"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Our biggest cluster: 4500 nodes (2*4cpu boxes w 4*1TB disk &amp;amp; 16GB RAM) &lt;/i&gt;&lt;span class="anchor" id="line-665"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Used to support research for Ad Systems and Web Search &lt;/i&gt;&lt;span class="anchor" id="line-666"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Also used to do scaling tests to support development of Hadoop on larger clusters &lt;/i&gt;&lt;span class="anchor" id="line-667"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://developer.yahoo.com/blogs/hadoop"&gt;Our Blog&lt;/a&gt; - Learn more about how we use Hadoop. &lt;/i&gt;&lt;span class="anchor" id="line-668"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;&amp;gt;60% of Hadoop Jobs within Yahoo are Pig jobs. &lt;/i&gt;&lt;span class="anchor" id="line-669"&gt;&lt;/span&gt;&lt;span class="anchor" id="line-670"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="Z"&gt;


Z&lt;/h1&gt;
&lt;span class="anchor" id="line-671"&gt;&lt;/span&gt;&lt;br /&gt;
&lt;div class="line891"&gt;
&lt;i&gt;&lt;a class="http" href="http://www.zvents.com/"&gt;Zvents&lt;/a&gt; &lt;/i&gt;&lt;span class="anchor" id="line-672"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;10 node cluster (Dual-Core AMD Opteron 2210, 4GB RAM, 1TB/node storage) &lt;/i&gt;&lt;span class="anchor" id="line-673"&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;&lt;div class="line891"&gt;
&lt;i&gt;Run Naive Bayes classifiers in parallel over crawl data to discover event information &lt;/i&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1774085975694078896?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1774085975694078896/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1774085975694078896" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1774085975694078896?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1774085975694078896?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Txgumz6Drxo/what-is-hadoop.html" title="what is Hadoop ?" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/11/what-is-hadoop.html</feedburner:origLink></entry><entry gd:etag="W/&quot;C0YBRHY_eCp7ImA9WhRTFEk.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1748946263524421219</id><published>2011-11-04T23:12:00.003+02:00</published><updated>2011-11-04T23:12:35.840+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-11-04T23:12:35.840+02:00</app:edited><title>stock exchange open source it's messaging</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;
NYSE Technologies, the commercial tech arm of the stock exchange, has
 turned its middleware API over to Open Source. It said the move would 
streamline the implementation of new trading technology solutions by 
provididing a simple, consistent API.&lt;br /&gt;

The software which has been handed over to The LInux Foundation is 
the NYSE Technologies’ Middleware Agnostic Messaging API, known lovingly
 as MAMA. Now it will be known as OpenMAMA and governed by a steering 
committee of such finance industry luminaries as J.P. Morgan, Bank of 
America Merrill Lynch, EMC, Exegy and Fixnetix among others.&lt;br /&gt;

“NYSE Technologies’ vision has always been to create a new breed of 
capital markets community that benefits from our extensive global 
network and utilizes the best, most innovative technologies from a range
 of service providers, not just ourselves,” said Stanley Young, CEO, 
NYSE Technologies.&amp;nbsp; &amp;nbsp;“Launching OpenMAMA through the Linux Foundation is
 another step toward achieving that goal.&amp;nbsp; Through the industry steering
 committee, we are positioning ourselves alongside our peers and 
customers to become expert consultants for open sourced capital markets 
technology.&amp;nbsp; We have created a vibrant customer community of over 150 
market participants using MAMA&lt;sup&gt;T&lt;/sup&gt; and now with OpenMAMA, 
customers and firms everywhere will benefit from third-party 
contributors creating an even richer and more compelling API.”&lt;br /&gt;

This builds on the&lt;a href="http://http//www.forbes.com/sites/tomgroenfeldt/2011/06/22/stock-exchanges-aint-what-they-used-to-be/"&gt; June announcement&lt;/a&gt;&lt;br /&gt;

from NYSE Technologies that it was developing a community around its Mahwah, NJ data center and a second data center in the UK.&lt;br /&gt;

MAMA was already a pretty open platform for distributing normalized 
market data that connected to Tibco, 29West/Informatica, TCP/IP and 
several other IPC idioms. Brian Doherty, managing director at NYSE 
Technologies, said takeup of MOMA was slower than the company expected 
because users feared vendor lock-in.&lt;br /&gt;

Michael Schonberg, who wrote the initial version of MAMA for Wombat before it was acquired by NYSE, wrote in his &lt;a href="http://http//www.openmama.org/blog/2011-10-31/welcome-openmama"&gt;blog&lt;/a&gt;:&lt;br /&gt;

“The &lt;a href="http://openmama.org/downloads/releases"&gt;initial release&lt;/a&gt;
 which is available today consists of the MAMA C API for Linux only; 
however, rest assured that we intend to open the entire MAMA code base 
including C++, Java (JNI), and .NET bindings as well as Windows and 
Solaris support over the next few months. We will provide the additional
 components and functionality incrementally with the goal of completing 
the process in the first quarter of 2012. In the same time frame we will
 also open source our MAMDA API as OpenMAMDA.”&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1748946263524421219?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1748946263524421219/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1748946263524421219" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1748946263524421219?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1748946263524421219?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/957hjznl7Jo/stock-exchange-open-source-its.html" title="stock exchange open source it's messaging" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/11/stock-exchange-open-source-its.html</feedburner:origLink></entry><entry gd:etag="W/&quot;AkIEQHk5eCp7ImA9WhdTEkw.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1312264212514748897</id><published>2011-07-09T15:35:00.001+02:00</published><updated>2011-07-09T15:35:01.720+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-07-09T15:35:01.720+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Government and Open Source" /><title>Indian Government Goes More Open Source</title><content type="html">Governments across the globe are going open source, other than those  who are either close to Microsoft or who have been bought by them.  Emerging economies such as &lt;a class="alinks-link" href="http://www.muktware.com/category/country/india" title="India"&gt;India&lt;/a&gt;  and Brazil know the value of open source It&amp;nbsp; boosts local economy  instead of filling the pockets of multi-national companies who have  little or no interest in the development of the region.&lt;br /&gt;
The government of &lt;a class="alinks-link" href="http://www.muktware.com/category/country/india" title="India"&gt;India&lt;/a&gt;, despite &lt;a href="http://deepakphatak.blogspot.com/2008/05/this-is.html"&gt;desperate measures from companies like Microsoft&lt;/a&gt; has always been &lt;a href="http://egovernance.wordpress.com/2007/01/04/tn-may-shut-door-on-microsoft/"&gt;pro-free software or open source&lt;/a&gt;. The government has prepared a draft for the "Policy on Device Drivers for Procurement of Hardware for e-Governance".&lt;br /&gt;
&lt;br /&gt;
The  goal of the policy is to to provide citizens with e-Governance  services, which are technology-neutral, cost effective, interoperable  and vendor-neutral.&lt;br /&gt;
&lt;br /&gt;
The &lt;a href="http://www.muktware.com/sites/default/files/images/files/Draft_Device_Driver_Policy.pdf"&gt;draft&lt;/a&gt;  [PDF] exposes an inherent problem in offering such services in the  manner mentioned above, "... while implementing such systems, there is a  possibility of non-availability of Device Drivers for all General  Purpose Operating Systems (OS)."&lt;br /&gt;
This lead the government to form a  policy for procurement of Computers and associated Peripherals to  empower the implementation of e-Governance projects with neutrality to  all General Purpose OS.&lt;br /&gt;
&lt;br /&gt;
"The Policy provides the guidelines for  the procurement of Hardware (Computers and Peripherals) for e-Governance  applications which can work on any General Purpose OS and provide a  platform-neutral framework for their procurement. This will also ensure  smooth migration and porting of applications across General Purpose OS."&lt;br /&gt;
&lt;br /&gt;
The  Policy shall be applicable in the procurement of computers and  associated peripherals for all new e-Governance projects of GoI from the  date it comes into effect.&lt;br /&gt;
&lt;br /&gt;
The Policy shall be applicable to  existing e-Governance projects also, when the existing Computers and  associated Peripherals are upgraded / augmented by procuring new  Computers and Peripherals.&lt;br /&gt;
&lt;br /&gt;
The OEMs offering solutions to the GoI should guaranteed and ensure that:&lt;br /&gt;
&lt;ul&gt;&lt;li&gt;The Computers shall be capable of running on all General Purpose Operating Systems(OS)&lt;/li&gt;
&lt;li&gt;OEMs shall provide Drivers for Computers and Peripherals, which are capable of running on all General Purpose OS.&lt;/li&gt;
&lt;li&gt;The Drivers of Computers and Peripherals for &lt;a class="alinks-link" href="http://www.muktware.com/category/project/gnu" title="GNU"&gt;GNU&lt;/a&gt;/Linux (one of the General Purpose OS) shall satisfy any of the following conditions:&lt;br /&gt;
&amp;nbsp;&lt;/li&gt;
&lt;li&gt;The  source code, build procedure and installation instructions for the  Drivers must be made available as per any of the Open Source Software  (OSS) Licenses listed in Part-IV. Computers and Peripherals must be  operational using these Drivers in the latest stable Linux-Kernel.&lt;/li&gt;
&lt;li&gt;The  source code, build procedure and installation instructions for the  Drivers must comply with LSB-3.0 or higher versions and accepted by any  of the Linux-Distributions.&lt;/li&gt;
&lt;li&gt;In case only binaries are made  available for the Drivers, then they shall be Linux-Compatible; in  addition, kernel dependent binaries must adhere to the specifications of  the latest stable Linux-Kernel.&lt;/li&gt;
&lt;/ul&gt;The open source licences  the government is looking for are clearly inspired by the vision of Free  Software Foundation. According to the draft, the licence that the  Government of &lt;a class="alinks-link" href="http://www.muktware.com/category/country/india" title="India"&gt;India&lt;/a&gt;  considers Open Source are the ones which "gives freedom to copy, modify  and redistribute driver source code without any restrictions".&lt;br /&gt;
Unfortunately,  we don't see the same desire for open source in US policies. Unlike  India, most US government offices are reported to be running decade old  Windows 98 machines with IE5, running on top of it.&lt;br /&gt;
Will the US  learn any lessons from the IT superpower and instead of working for the  welfare of the corporations, with laws such as DCMA and Software  patents, start working towards the welfare of THE PEOPLE?&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1312264212514748897?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1312264212514748897/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1312264212514748897" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1312264212514748897?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1312264212514748897?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/iPTEIeArcxs/indian-government-goes-more-open-source.html" title="Indian Government Goes More Open Source" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/07/indian-government-goes-more-open-source.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CUEEQns8eSp7ImA9WhZaFk4.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-5532119465507137999</id><published>2011-07-02T21:05:00.001+02:00</published><updated>2011-07-02T21:06:43.571+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-07-02T21:06:43.571+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Dangerous Prototypes Open source hardware" /><title>Open Source Hardware</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;I wrote before on Open Source hardware before named Arduino &lt;a href="http://geek2live.blogspot.com/2009/04/open-source-hardware-arduino.html"&gt;Link is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
There is another Open Source hardware project called Dangerous Prototypes &lt;a href="http://dangerousprototypes.com/docs/Dangerous_Prototypes_Projects_In_Development"&gt;Link is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
This Project created an Open source hardware every month &lt;br /&gt;
&lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-5532119465507137999?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/5532119465507137999/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=5532119465507137999" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5532119465507137999?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5532119465507137999?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/fjVZysPVFYo/open-source-hardware.html" title="Open Source Hardware" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/07/open-source-hardware.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DUUNRHcyfyp7ImA9WhZbF0o.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1304956427703623457</id><published>2011-06-22T23:05:00.001+02:00</published><updated>2011-06-22T23:14:55.997+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-06-22T23:14:55.997+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Importance of Anonymizers" /><title>Don't stop anonymizing data</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;Canidan Privacy Expert Recommends anonymizing data, So I recommend www.urvpn.com to anonymize your internet traffic&lt;br /&gt;
&lt;a href="http://www.urvpn.com/"&gt;Link to urvpn.com is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
Link to the Reference Link on the importance of &lt;a href="http://www.physorg.com/news/2011-06-dont-anonymizing.html"&gt;anonymizing Data is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
Quoted:&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Canadian privacy experts have issued a &lt;a href="http://www.ipc.on.ca/english/resources/discussion-papers/discussion-papers-summary/?id=1084"&gt;new report&lt;/a&gt;  today that strongly backs the practice of de-identification as a key  element in the protection of personal information. The joint paper from  Ontario's Information and Privacy Commissioner, Dr. Ann Cavoukian, and  Dr. Khaled El Emam, the Canada Research Chair in Electronic Health  Information at the University of Ottawa and the Children's Hospital of  Eastern Ontario Research Institute, comes as some privacy policy makers  increasingly question the value of de-identification.&lt;/b&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1304956427703623457?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1304956427703623457/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1304956427703623457" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1304956427703623457?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1304956427703623457?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/BjVADH97Ml4/dont-stop-anonymizing-data.html" title="Don't stop anonymizing data" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/06/dont-stop-anonymizing-data.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CEcCQn8yfyp7ImA9WhZbFEw.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-7543011117363103064</id><published>2011-06-18T17:47:00.000+02:00</published><updated>2011-06-18T17:47:43.197+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-06-18T17:47:43.197+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Open Office is back to the community and Open Source" /><title>OpenOffice is back to the Community</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;Oracle Donates Open Office code to Apache foundation to be under Apache License&lt;br /&gt;
The Document Foundation would welcome the reuniting of the  OpenOffice.org and LibreOffice projects into a single community of  equals in the wake of the departure of Oracle," TDF said in &lt;a href="http://blog.documentfoundation.org/2011/06/01/statement-about-oracles-move-to-donate-openoffice-org-assets-to-the-apache-foundation/"&gt;a statement&lt;/a&gt;. "The step Oracle has taken today was no doubt taken in good faith, but does not appear to directly achieve this goal.&lt;br /&gt;
&lt;br /&gt;
Ref. URL: http://www.zdnet.co.uk/blogs/communication-breakdown-10000030/oracle-donates-openofficeorg-to-apache-foundation-10022593/?tag=mncol;txt &lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-7543011117363103064?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/7543011117363103064/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=7543011117363103064" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/7543011117363103064?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/7543011117363103064?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Cr5I28vxxIM/openoffice-is-back-to-community.html" title="OpenOffice is back to the Community" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/06/openoffice-is-back-to-community.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DUACQXY7eip7ImA9WhZXE0g.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1775586053646815156</id><published>2011-05-02T19:36:00.000+02:00</published><updated>2011-05-02T19:36:00.802+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-05-02T19:36:00.802+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Android Competition for Sub Saharan Africa" /><title>Android Developer Challenge — Sub-Saharan Africa</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;Google published about a new competition for Android Programmers, if you create a killer application for Android you will be rewarded 25KUSD. Details and link are below&lt;br /&gt;
&lt;h3&gt;Competition Overview&lt;/h3&gt;Welcome to the Android Developer  Challenge, Sub Saharan Africa! You can participate by developing a  killer application built on Android. The sections below provide  information about the types of applications you can enter, as well as  the contest information and dates.&lt;br /&gt;
Developers submit their apps to  one of three specially-designated ADC categories beginning June 1st at  12 AM GMT. An application may only be submitted to a single category.&lt;br /&gt;
&lt;h3&gt;Categories&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;Entertainment / Media / Games&lt;/li&gt;
&lt;li&gt;Social Networking / Communication&lt;/li&gt;
&lt;li&gt;Productivity / Tools / Local / Geo&lt;/li&gt;
&lt;/ul&gt;To  determine the winner, there is a two round submission process. All apps  that want to be considered for the competition, must be submit by July  1st, 2011. There are three competition regions — West &amp;amp; Central  Africa, East Africa and Southern Africa. Applications will then be  reviewed by our judging committee for the top three apps in each region  by category (27 in total). Those who reach the final round, will be  awarded Android devices and given six weeks to make their apps even  better. Finally, our winners in each category will be announced  September 12th and will be awarded $25,000. A combined total of $75,000  will be awarded.&lt;br /&gt;
&lt;h3&gt;Timeline&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;April 14th: Competition begins.&lt;/li&gt;
&lt;li&gt;June 1st: App submissions open.&lt;/li&gt;
&lt;li&gt;July 1st: First round submissions are due at 11:59 PM GMT.&lt;/li&gt;
&lt;li&gt;July 15th: Finalist applications announced.&lt;/li&gt;
&lt;li&gt;August 30th: Finalist applications are due at 11:59 PM GMT.&lt;/li&gt;
&lt;li&gt;September 12th: Winners are announced.&lt;/li&gt;
&lt;/ul&gt;&lt;a href="http://code.google.com/intl/en/android/adcafrica/"&gt;Reference Link is h3r3&lt;/a&gt; &lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1775586053646815156?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1775586053646815156/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1775586053646815156" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1775586053646815156?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1775586053646815156?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/sWoAJg6b5Jg/android-developer-challenge-sub-saharan.html" title="Android Developer Challenge — Sub-Saharan Africa" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/05/android-developer-challenge-sub-saharan.html</feedburner:origLink></entry><entry gd:etag="W/&quot;D0QCQH8zeSp7ImA9WhZRGU0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-1282646261767120645</id><published>2011-04-16T00:09:00.000+02:00</published><updated>2011-04-16T00:09:21.181+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-04-16T00:09:21.181+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="How to manually upgrade/downgrade Andoird Mobile Phone" /><title>How to downgrade your Android Phone</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;This Post shows how to you can downgrade your Android Phone Operating System and I will use Acer BeTouch E130 as my show case&lt;br /&gt;
&lt;br /&gt;
1) You need to have the old Android:&lt;br /&gt;
This is easily done through searching google , or If if you already have it since earlier download&lt;br /&gt;
&lt;br /&gt;
2) Follow the regular Setup procedure for your phone manufacture install&lt;br /&gt;
you will find the application extracted and there is a file ends/with extension "nb0"&lt;br /&gt;
This is the ROM Image File, Once you have it you can follow the below steps , if not please manage to get the desired ROM Image of your desired Android&lt;br /&gt;
&lt;br /&gt;
3) Download RUT&amp;nbsp; (Rom Update Tool) from&lt;br /&gt;
http://wiki.geeksphone.com/en/index.php?title=Update_the_ROM_using_RUT&lt;br /&gt;
&lt;a href="http://wiki.geeksphone.com/en/index.php?title=Update_the_ROM_using_RUT"&gt;Link is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
4) Please start the RUT application (Do not forget to reboot after installing RUT to make sure you have the required USB Driver (usually you can skip the reboot , if you managed to have successful connections over USB to your Android Mobile Phone , in this Example it is Acer BeTouch E130)&lt;br /&gt;
&lt;br /&gt;
5) Browse to the ROM Image and Click Next&lt;br /&gt;
&lt;br /&gt;
Please follow the below steps ACCURATELY&lt;br /&gt;
&lt;br /&gt;
6) Power off your Android Mobile Phone (Acer BeTouch E130 in this Example)&lt;br /&gt;
&lt;br /&gt;
7) Remove the Battery , that ensures the boot sequence desired to start the ROM Upgrade and ensures your ability to Downgrade your Android Phone and in mean while that makes you able to install the Android Image EVEN if your Mobile Operator upgrade software do not have it or allows it&lt;br /&gt;
&lt;br /&gt;
7) Place the battery Again&lt;br /&gt;
&lt;br /&gt;
8) Click Call + DEL button on the Andoird Mobile Phone Acer BeTouch E130 (Please do not power on your Acer BeTouch E130/Android Phone)&lt;br /&gt;
&lt;br /&gt;
9) Connect your USB Cable to the Mobile and Phone&lt;br /&gt;
&lt;br /&gt;
9) Click Next on RUT application, it should sense that your mobile phone is connected overUSB&lt;br /&gt;
&lt;br /&gt;
the Android ROM Image&amp;nbsp; will be installed on your Mobile Phone easily&lt;br /&gt;
&lt;br /&gt;
This Post Allows you to do the following&lt;br /&gt;
1) Manually Install your desired Android image&lt;br /&gt;
2) Force Image Downgrade of your Android Phone&lt;br /&gt;
3) Install Android Image even if your Operator does not provide it&lt;br /&gt;
4) Remove some undesired Arabic Applications on your Android phone if you bought it from Middle East &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-1282646261767120645?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/1282646261767120645/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=1282646261767120645" title="9 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1282646261767120645?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/1282646261767120645?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/jWCI4rwYPlc/how-to-downgrade-your-android-phone.html" title="How to downgrade your Android Phone" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>9</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/04/how-to-downgrade-your-android-phone.html</feedburner:origLink></entry><entry gd:etag="W/&quot;Dk8MQng8cSp7ImA9WhZRFEs.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-5468691750458131211</id><published>2011-04-10T21:48:00.000+02:00</published><updated>2011-04-10T21:48:03.679+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-04-10T21:48:03.679+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="53 Open Source Business Software" /><title>63 Open Source Business Software</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;&lt;h3&gt;&lt;span style="font-size: small; font-weight: normal;"&gt;&lt;span style="font-family: inherit;"&gt;Below list of Open source software that we need in business , categorized and supported Operating systems are mentioned&lt;/span&gt;&lt;/span&gt; &lt;/h3&gt;&lt;h3&gt;Open Source Billing&lt;/h3&gt;1) &lt;a href="http://www.jbilling.com/"&gt;jBilling&lt;/a&gt;This  software for ISPs, telecoms, ASPs, media, software developers and other  firms who charge for subscription services offers a highly scalable,  robust and flexible Web-based billing solution. The complete software is  available for free; support and other services are available for a fee.  Operating System: OS Independent.&lt;br /&gt;
&lt;h3&gt;Open Source Business Intelligence&lt;/h3&gt;2) &lt;a href="http://www.jaspersoft.com/cloud"&gt;Jaspersoft&lt;/a&gt;  Jaspersoft's Web site boasts that it is "the world's most widely used  business intelligence software." The company offers two separate  products: JasperReports Server, which allows non-developers to create  their own reports and dashboards, and Jaspersoft BI, which incorporates  JasperReports Server with ETL and OLAP features. Both are available in  free community editions or paid versions that add extra features and  support. Operating System: OS Independent.3) &lt;a href="http://www.jedox.com/en/home/overview.html"&gt;Palo BI Suite&lt;/a&gt;&lt;br /&gt;
Used  by more than 45,000 companies and downloaded more than 400 times a day,  Palo adds online analytical processing capabilities to Microsoft Excel.  It's available in either a community or a premium version, which  includes more features and support. Operating System: OS Independent.&lt;br /&gt;
4) &lt;a href="http://www.pentaho.com/"&gt;Pentaho&lt;/a&gt;&lt;br /&gt;
The  "open source business intelligence leader," Pentaho offers enterprises  the opportunity to cut their BI licensing costs by 90 percent. In  addition to the free community edition, it's available in a variety of  paid versions, including an on-demand SaaS version. Operating System:  Windows, Linux, OS X.&lt;br /&gt;
5) &lt;a href="http://oreports.com/"&gt;OpenReports&lt;/a&gt;&lt;br /&gt;
This  Web-based reporting tool boasts an open architecture, ease of use, and  powerful reporting capabilities. It's available in an open source  version or in a professional version. Operating System: OS Independent.&lt;br /&gt;
6)&lt;a href="http://rapid-i.com/"&gt;RapidMiner&lt;/a&gt;&lt;br /&gt;
"The  world-leading open-source system for data and text mining," RapidMiner  combines Data Integration, Analytical ETL, Data Analysis, and Reporting  in a single solution. The enterprise versions offer an extended list of  features, professional support and maintenance. Operating System: OS  Independent.&lt;br /&gt;
&lt;h3&gt;Open Source Business Process Management&lt;/h3&gt;7) &lt;a href="http://www.bonitasoft.com/"&gt;Bonita Open Solution&lt;/a&gt;Java-based  Bonita Open Solution consists of three separate parts: a process  modeling tool, a BPM and workflow engine, and the user interface. The  full version of the software is free, with training and three different  levels of support available for a fee. Operating System: OS Independent.&lt;br /&gt;
8) &lt;a href="http://www.processmaker.com/"&gt;ProcessMaker&lt;/a&gt;&lt;br /&gt;
Available  in open source, enterprise, or cloud editions, ProcessMaker helps  companies like Toyota, Lenovo and Honeywell simplify and optimize  workflows. It allows companies to reduce their paperwork, become more  efficient and improve outcomes. Operating System: Windows, Linux.&lt;br /&gt;
&lt;h3&gt;Open Source Cloud Infrastructure&lt;/h3&gt;9) &lt;a href="http://cloud.com/"&gt;Cloud.com CloudStack&lt;/a&gt;Cloud.com  provides CloudStack on an infrastructure-as-a-service (IaaS) basis to  companies that want to build and deploy private clouds. While the  community version of the software is available under a GPL license, the  enterprise and service provider editions include some proprietary code.  Operating System: Linux.&lt;br /&gt;
10) &lt;a href="https://scalr.net/"&gt;Scalr&lt;/a&gt;&lt;br /&gt;
Similar  to (but much less expensive than) RightScale, this open source cloud  computing platform makes it easier to scale Web sites and Web apps up  and down as needed. The development edition is available for free for  those with one server farm and up to eight servers. Production and  mission critical subscriptions are available for those with larger  needs. Operating System: Linux.&lt;br /&gt;
&lt;h3&gt;Open Source Content Management&lt;/h3&gt;11) &lt;a href="http://www.alfresco.com/products/cloud-computing/"&gt;Alfresco&lt;/a&gt;Alfresco's  open source solution offers document management, Web content management  and collaboration features. It's commercial products add some records  management features as well as enterprise-grade support. Operating  System: Windows, Linux, OS X.&lt;br /&gt;
12) &lt;a href="http://www.liferay.com/web/guest/home"&gt;Liferay&lt;/a&gt;&lt;br /&gt;
Recently  named the "most popular Java CMS," Liferay offers portal, publishing,  content management and collaboration solutions. Well-known users include  Cisco, Sesame Street, T-Mobile, Barclays and others. It offers both an  open source and a supported enterprise version of its software.  Operating System: OS Independent.&lt;br /&gt;
13) &lt;a href="http://www.magnolia-cms.com/home.html"&gt;Magnolia&lt;/a&gt;&lt;br /&gt;
Like  many of the other items on this list, this enterprise-focused Web  content management software comes in a free open source version or a  paid enterprise edition. The latest update offers excellent  collaboration features, including concurrent editing, comparing  revisions, deletion workflow, and content translation. Operating System:  Windows, Linux.&lt;br /&gt;
14) &lt;a href="http://www.mindtouch.com/"&gt;MindTouch&lt;/a&gt;&lt;br /&gt;
With  companies like HTC, the Washington Post, HP, Novell, Autodesk and  others as clients, MindTouch claims that it "makes the world's most  respected social knowledge base." The MindTouch Core product is  available with an open source license, while a commercially licensed  version is available in on-premise or hosted versions. Operating System:  Windows, Linux.&lt;br /&gt;
&lt;br /&gt;
&lt;h3&gt;Open Source Customer Relationship Management (CRM)&lt;/h3&gt;15) &lt;a href="http://www.concursive.com/show/concoursesuite"&gt;ConcourseSuite&lt;/a&gt;This  java-based app combines CRM with web content management and team  collaboration features. The software can be downloaded for free or used  in the cloud on an SaaS basis. The company also offers service contracts  for on-premise deployments. Operating System: Windows, Linux, OS X.&lt;br /&gt;
16) &lt;a href="http://www.orangeleap.com/index.shtml"&gt;Orange Leap&lt;/a&gt;&lt;br /&gt;
This  app is designed to help non-profits manage their relationships with  "constituents." The base software and the "Guru" reporting add-on are  available in either community or supported versions. You can also  purchase it on an SaaS basis or buy other paid add-ons. Operating  System: Windows.&lt;br /&gt;
17) &lt;a href="http://sourcetapcrm.sourceforge.net/index.htm"&gt;SourceTap&lt;/a&gt;&lt;br /&gt;
This  very flexible sales force automation tool helps companies forecast  sales, recognize trends, share information and close more deals. It  offers dual licensing options, and it can also be purchased on an SaaS  basis. Operating System: Windows, Linux.&lt;br /&gt;
18) &lt;a href="http://www.splendidcrm.com/Default.aspx"&gt;SplendidCRM&lt;/a&gt;&lt;br /&gt;
Like  many of the other apps on this list, SplendidCRM can be used on-premise  or in the cloud. This Windows-centric software comes in community,  professional or enterprise versions with different features and support  levels for each. Operating System: Windows.&lt;br /&gt;
&lt;div class="litcontent"&gt;19) &lt;a href="http://www.sugarcrm.com/crm/"&gt;SugarCRM&lt;/a&gt;&lt;br /&gt;
Sugar's  client list includes Avis, Coca-Cola, the state of Oregon and 7,000  other organizations, making it one of the most popular open source CRM  solutions. It's available in professional and enterprise editions, each  of which add more functionality to the basic open source version.  Operating System: Windows, Linux, OS X.&lt;br /&gt;
20) &lt;a href="http://www.vtiger.com/"&gt;vTiger&lt;/a&gt;&lt;br /&gt;
vTiger  offers a full range of sales force automation, customer service,  marketing, inventory management and reporting features. The full version  of the software with the complete list of features is available with an  open source license; support and the hosted version are available for a  fee. Operating System: Windows, Linux, iOS, Android.&lt;br /&gt;
&lt;h3&gt;Open Source Databases&lt;/h3&gt;21) &lt;a href="http://www.mysql.com/"&gt;MySQL&lt;/a&gt;Now  owned by Oracle, MySQL is "the world's most popular open source  database" and is used by well-known companies like Facebook, Google,  Adobe, Alcatel Lucent and Zappos. The community edition is available for  free, while the standard, enterprise and cluster carrier grade editions  require support fees. Operating System: Windows, Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Data Warehouse (DW)&lt;/h3&gt;22) &lt;a href="http://www.apatar.com/index.html"&gt;Apatar&lt;/a&gt;&lt;br /&gt;
Apatar  software helps companies integrate their data from various on-site and  on-demand applications, including Salesforce.com, Quickbooks, and  others. In addition to the free software, the company offers commercial  support, training, and integration consulting services, as well as some  on-demand integration services and some pre-built data integration  solutions. Operating System: Windows, Linux.&lt;br /&gt;
23) &lt;a href="http://www.mailarchiva.com/"&gt;MailArchiva&lt;/a&gt;&lt;br /&gt;
This  app helps organizations meet their compliance requirements for storing  e-mails long term. The enterprise edition adds a number of features not  available in the open source edition, as well as offering faster  performance for companies with a lot of users. Operating System:  Windows, Linux.&lt;br /&gt;
24) &lt;a href="http://www.talend.com/index.php"&gt;Talend&lt;/a&gt;&lt;br /&gt;
The  "recognized market leader in open source data integration," Talend  offers a unified platform for data management that includes data  integration, data quality and master data management tools. In addition  to the free community versions of its products, Talend also offers paid  support, training, commercial versions with additional features, and  other services. Operating System: Windows, Linux, Unix.&lt;br /&gt;
&lt;h3&gt;Open Source Developer Tools&lt;/h3&gt;25) &lt;a href="http://www.mono-project.com/Main_Page"&gt;Mono&lt;/a&gt;Novell's  Mono project offers .NET developers a number of cross-platform, open  source development tools. Professional and enterprise editions of the  some of the tools are available for purchase at the site. Operating  System: Windows, Linux, OS X.&lt;br /&gt;
26) &lt;a href="http://www.sencha.com/products/touch/"&gt;Sencha Touch&lt;/a&gt;&lt;br /&gt;
"The  first HTML5 mobile Web app framework," SenchaTouch helps users create  Web-based apps that look and feel like native iOS or Android apps. It's  available under either a GPL or a commercial license depending on the  needs of users. Operating System: OS independent.&lt;br /&gt;
27) &lt;a href="http://framework.zend.com/"&gt;Zend&lt;/a&gt;&lt;br /&gt;
Zend  offers both a Web application server (Zend Server) and an IDE  (ZendStudio) for PHP developers. Both are available in free, open source  or paid versions, and the company also offers training and some  additional commercial products and services. Operating System: Windows,  Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Document Management Systems (DMS)&lt;/h3&gt;28) &lt;a href="http://www.epiware.com/"&gt;Epiware&lt;/a&gt;&lt;br /&gt;
Web-based  Epiware combines enterprise document management capabilities with  groupware functionality like a calendar, wikis and some project  management capabilities. The company offers paid support for enterprise  users. Operating System: Windows, Linux.&lt;br /&gt;
29) &lt;a href="http://www.logicaldoc.com/product/saas.html"&gt;LogicalDOC&lt;/a&gt;&lt;br /&gt;
Designed  to be very user-friendly, LogicalDOC offers a Web-based interface and  mobile versions for users with smartphones. The enterprise edition adds  capabilities that aren't available in the open source community edition,  and a hosted version is also available. Operating System: OS  Independent.&lt;br /&gt;
30) &lt;a href="http://www.openkm.org/"&gt;OpenKM&lt;/a&gt;&lt;br /&gt;
OpenKM  (short for" Open Knowledge Mangement") offers a Web-based interface for  managing documents at organizations of all sizes. Professional support  and training can be purchased for a fee. Operating System: OS  Independent.&lt;br /&gt;
&lt;h3&gt;Open Source E-Commerce&lt;/h3&gt;31) &lt;a href="http://www.magentocommerce.com/"&gt;Magento&lt;/a&gt;The  "world's fastest-growing eCommerce platform," Magento boasts more than  2.5 million downloads and more than 25 billion transactions. Additional  features not included in the open source community edition are available  in the paid professional and enterprise editions. Operating System:  Windows, Linux.&lt;br /&gt;
&lt;h3&gt;Open Source E-mail/Collaboration/Groupware&lt;/h3&gt;32) &lt;a href="http://collabtive.o-dyn.de/"&gt;Collabtive&lt;/a&gt;Designed  as an alternative to Bascamp, Collabtive offers project management,  time tracking and reporting features. Like Basecamp, it's also available  on an SaaS basis, and the company also offers some related services.  Operating System: OS Independent.&lt;br /&gt;
33) &lt;a href="http://www.cynapse.com/products/cynin/"&gt;cyn.in&lt;/a&gt;&lt;br /&gt;
Cyn.in  aims to help teams collaborate and communicate more quickly through  wikis, social networks, blogs, file sharing repositories, micro blogs,  discussion boards and other communication applications. It comes in  three flavors: the free community edition, the on-demand SaaS version  and the on-premise appliance. Operating System: Windows, Linux, OS X.&lt;br /&gt;
34) &lt;a href="http://www.fengoffice.com/web/index.php"&gt;Feng Office&lt;/a&gt;&lt;br /&gt;
Used  by more than 100,000 people, Feng Office offers e-mail, time tracking,  notes, contacts, calendar, tasks, document sharing and more. Users can  choose from the free open source version, an SaaS version called  "FengSky," or a supported on-premise version that also includes some  additional modules. Operating System: Windows, Linux, OS X.&lt;br /&gt;
35) &lt;a href="http://www.group-office.com/"&gt;Group-Office&lt;/a&gt;&lt;br /&gt;
The  paid versions (both hosted and on-premise) of Group-Office include  calendar, CRM, project management, e-mail, file-sharing and  synchronization. The open-source version offers slightly fewer features.  Operating System: OS Independent.&lt;br /&gt;
&lt;div class="litcontent"&gt;36) &lt;a href="http://www.scalix.com/about/"&gt;Scalix&lt;/a&gt;&lt;br /&gt;
Used  by more than 1,300 corporations with more than 2 million mailboxes,  Scalix offers an alternative to a Microsoft Exchange server. It offers  e-mail and calendaring, with excellent Outlook support. It's available  in a free community version or paid small business, enterprise or  hosting versions. Operating System: Linux.&lt;br /&gt;
37) &lt;a href="http://www.zimbra.com/"&gt;Zimbra&lt;/a&gt;&lt;br /&gt;
The  Zimbra Collaboration Suite calls itself "the world’s most sophisticated  web application suite" and describes itself as "a next-generation  Microsoft Exchange server." The open source server and the desktop  client are available for free; the appliance and network editions  require a fee. Operating System: Linux, Unix, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Enterprise Resource Planning (ERP)&lt;/h3&gt;38) &lt;a href="http://www.compiere.com/"&gt;Compiere ERP + CRM Business Solution&lt;/a&gt;This  ERP solution for multi-site, multi-national corporations offers  dashboards, reporting, customer history, and many other features. It can  be deployed on-premise or in the cloud via Amazon's EC2. The community  version is completely open source, while the professional and enterprise  versions add more functionality and paid support with a commercial  license. Operating System: Windows, Linux, OS X.&lt;br /&gt;
39) &lt;a href="http://www.openerp.com/"&gt;Open ERP&lt;/a&gt;&lt;br /&gt;
This  ERP suite offers CRM, purchasing, manufacturing, warehouse management,  project management, accounting, human resources and marketing  capabilities. Open ERP charges no fees for licenses, but does charge for  support and on-site deployment services or SaaS subscriptions.  Operating System: Windows, Linux.&lt;br /&gt;
40) &lt;a href="http://www.opentaps.org/"&gt;opentaps&lt;/a&gt;&lt;br /&gt;
Opentaps  proclaims itself "the most advanced open source ERP + CRM solution." The  full software is available with an open source license, or you can  purchase a subscription to the Professional Edition, which includes  updates and technical support. Operating System: Windows, Linux.&lt;br /&gt;
41) &lt;a href="http://www.project-open.com/index.html"&gt;]project-open[&lt;/a&gt;&lt;br /&gt;
The  most popular open source ERP solution in Germany, project-open combines  ERP features with project management features. The base software is  available on an open-source basis, while additional modules, support and  other services are available for a fee. It's also available on an SaaS  basis. Operating System: OS Independent.&lt;br /&gt;
42) &lt;a href="http://www.xtuple.com/"&gt;xTuple&lt;/a&gt;&lt;br /&gt;
xTuple's  software helps businesses of all sizes keep track of sales, accounting,  customers suppliers, inventory, manufacturing and distribution. The  PostBooks edition of the software is available with an open source or a  commercial license, and the Standard and Manufacturing editions are  available with a commercial license only. Operating System: Windows,  Linux, OS X, mobile OSes.&lt;br /&gt;
&lt;h3&gt;Open Source Gateway Security/UTM Appliances&lt;/h3&gt;43) &lt;a href="http://www.endian.com/"&gt;Endian Firewall&lt;/a&gt;With  Endian's open source software, you can turn any old PC into a unified  threat management appliance to protect your network from all kinds of  threats. Or you can purchase hardware or supported virtual appliances  based on the same software. Operating System: Linux.&lt;br /&gt;
44) &lt;a href="http://whiteway.in/netcop/"&gt;NetCop UTM&lt;/a&gt;&lt;br /&gt;
NetCop  UTM combines the best open source security products into a single UTM  solution. It comes in three versions: Free (for up to 5 users), SME (for  less than 20 users) and Enterprise (for more than 20 users). Operating  System: Linux.&lt;br /&gt;
45) &lt;a href="http://www.untangle.com/"&gt;Untangle&lt;/a&gt;&lt;br /&gt;
Used  by more than 30,000 organizations, Untangle includes a Web filter,  virus blocker, spam blocker, ad blocker, firewall, QoS, intrusion  prevention, protocol control, OpenVPN, and all the other capabilities  you would expect in a UTM appliance. As with Endian, you can use it to  build your own appliance, or you can purchase a hardware appliance or a  software package that adds more features not found in the open source  version. Operating System: Linux.&lt;br /&gt;
&lt;h3&gt;Open Source Human Resource Management (HRM)&lt;/h3&gt;46) &lt;a href="http://openapplicant.org/"&gt;Open Applicant&lt;/a&gt;Open  Applicant helps HR professionals and hiring managers sort through  potential candidates to find the best applicant for a job. The  application is free to download, but enterprise level support,  customization, an SaaS version, and other services can be purchased from  the company. Operating System: OS Independent.&lt;br /&gt;
47) &lt;a href="http://www.orangehrm.com/"&gt;Orange HRM&lt;/a&gt;&lt;br /&gt;
With  more than 1 million users, Orange calls itself "the world’s most  popular open source human resource management software." The software  itself is free, but Orange also offers commercial support, training,  add-ons, customization and an SaaS version. Operating System: Windows,  Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Middleware&lt;/h3&gt;48) &lt;a href="http://www.jboss.com/"&gt;JBoss&lt;/a&gt;Staking  its claim as the "leader on-premise and in the cloud," RedHat's JBoss  encompasses a variety of middleware offerings. The community versions  are free, while enterprise subscriptions add support and other services.&lt;br /&gt;
&lt;h3&gt;Open Source Mind Mapper&lt;/h3&gt;49) &lt;a href="http://www.xmind.net/"&gt;XMind&lt;/a&gt;This  brainstorming and mind mapping software makes it easy to see the  connections between ideas. The professional version adds features for  business users, like export tools and Gantt views, that aren't available  in the free open source version. Operating System: Windows, Linux, OS  X.&lt;br /&gt;
&lt;h3&gt;Open Source Network Monitoring/Scanning/Intrusion Detection&lt;/h3&gt;50) &lt;a href="http://www.nagios.org/"&gt;Nagios&lt;/a&gt;The  "industry standard in open source monitoring," Nagios provides alerts  that can help IT respond to problems before they can cause costly  outages. Well-known users include Unisys, Wells Fargo, BT, iRobot, and  the Office of the President of the United States. Commercial support and  maintenance packages are available from Nagios Enterprises. Operating  system: Linux, Unix.&lt;br /&gt;
51) &lt;a href="http://www.opsview.com/"&gt;Opsview Community&lt;/a&gt;&lt;br /&gt;
Opsview  aims to "unify your monitoring" so that you can track your physical,  cloud and hybrid infrastructure from one place. An enterprise version,  additional enterprise modules, support, training and consulting services  are available for a fee. Operating System: Linux.&lt;br /&gt;
52) &lt;a href="http://www.snort.org/"&gt;Snort&lt;/a&gt;&lt;br /&gt;
The  "most widely deployed IDS/IPS technology worldwide," Snort boasts more  than 300,000 registered users. Project owner Sourcefire offers paid  consulting and training, as well as commercial products based Snort and  sister project ClamAV. Operating System: Linux, Unix, OS X.&lt;br /&gt;
53) &lt;a href="http://www.zabbix.com/"&gt;Zabbix&lt;/a&gt;&lt;br /&gt;
Calling  itself the "ultimate open source monitoring solution," Zabbix provides a  huge range of monitoring, alerting and visualization features. Several  different levels of commercial support are available, as well as  training and other services. Operating System: Windows (agent only),  Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Operating System&lt;/h3&gt;54) &lt;a href="http://www.redhat.com/"&gt;Red Hat&lt;/a&gt;Perhaps  the most well-known commercial open source software company, Red Hat's  flagship enterprise Linux product for desktops and servers comes with  commercial support and other services are also available. The company  also offers virtualization products based on the operating system and  JBoss Middleware that is available in community or enterprise versions.&lt;br /&gt;
55) &lt;a href="http://www.novell.com/products/server/"&gt;SUSE&lt;/a&gt;&lt;br /&gt;
Novell's  version of Linux also comes with enterprise-grade service and support.  The company also offers a variety of other software projects that extend  the capabilities of SUSE, as well as servers pre-configured with SUSE  Linus Enterprise Server.&lt;br /&gt;
56) &lt;a href="http://www.ubuntu.com/"&gt;Ubuntu&lt;/a&gt;&lt;br /&gt;
Now  one of the most popular versions of Linux, Ubuntu carries no licensing  fees in any of its versions. Professional support and desktop, server or  cloud services are available from owner Canonical.&lt;br /&gt;
&lt;h3&gt;Open Source Project Management&lt;/h3&gt;57) &lt;a href="http://www.onepoint-project.com/products/overview"&gt;Onepoint Project&lt;/a&gt;This  enterprise project management software is designed to be both highly  scalable and easy to use. Features include the work breakdown structure,  project pipeline, cost baseline, plan/actual comparisons, milestone  trend analysis, resource utilization, and more. Onepoint comes in a wide  variety of editions: basic and community are licensed under GPL and the  professional, master, group and enterprise versions require a fee-based  commercial license. Operating System: Windows, Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source Router Software&lt;/h3&gt;58) &lt;a href="http://www.vyatta.com/index.php"&gt;Vyatta&lt;/a&gt;Vyatta's  software and appliances offer enterprises an alternative to expensive  networking hardware from companies like Cisco. The core software is  available as an open source download, or you can purchase hardware,  supported software or services from Vyatta. Operating System: Linux.&lt;br /&gt;
&lt;h3&gt;Open Source School Management&lt;/h3&gt;59) &lt;a href="http://www.opensis.com/index.php"&gt;openSIS&lt;/a&gt;openSIS  helps school officials keep track of student information, attendance,  grades, schedules, report cards, and more. In addition to the free  community edition, in comes in paid district or school editions which  can be deployed on-premise or accessed in the cloud. Operating System:  OS Independent.&lt;br /&gt;
&lt;h3&gt;Open Source Server Software&lt;/h3&gt;60) &lt;a href="http://www.clearfoundation.com/"&gt;ClearOS&lt;/a&gt;This  server software for small businesses combines a gateway security,  server and networking features in a single download. Key features  include multi-WAN, VPN, firewall, anti-malware, anti-spam, intrusion  prevention, content filtering, file and print services, mail server, Web  server, groupware, and more. While the full software can be downloaded  for no charge, ClearCenter also offers paid support, services and  hardware based on ClearOS. Operating System: Linux. 61)&lt;br /&gt;
&lt;a href="http://www.zentyal.org/"&gt;Zentyal&lt;/a&gt;&lt;br /&gt;
Zentyal  can act as a security gateway, infrastructure manager, unified threat  manager, office server and/or unified communication server. The basic  software is available for free, while professional and enterprise  versions add support and more features for a fee. Operating System:  Linux.&lt;br /&gt;
&lt;h3&gt;Open Source Time Tracking&lt;/h3&gt;62) &lt;a href="http://www.timetrex.com/ondemand.php"&gt;TimeTrex&lt;/a&gt;TimeTrex  claims to be "the world's most popular open source payroll and time  management software." In addition to the free standard edition, it's  available in several other versions that can be deployed on-site or used  in the cloud. Operating System: Windows, Linux, OS X.&lt;br /&gt;
&lt;h3&gt;Open Source User Authentication&lt;/h3&gt;63) &lt;a href="http://www.wikidsystems.com/"&gt;WiKID&lt;/a&gt;WiKID  offers open-source, two-factor authentication that utilizes software  tokens for remote access, online banking and other applications that  require strong authentication. The enterprise version adds some  proprietary code not included in the community version, as well as  support. Operating System: OS Independent.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-5468691750458131211?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/5468691750458131211/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=5468691750458131211" title="1 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5468691750458131211?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5468691750458131211?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/IPq-FSclnHc/63-open-source-business-software.html" title="63 Open Source Business Software" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>1</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/04/63-open-source-business-software.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CE4CQ3k9eip7ImA9WhZSFk0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-8124894540818075653</id><published>2011-03-31T22:22:00.000+02:00</published><updated>2011-03-31T22:22:42.762+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-03-31T22:22:42.762+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="NASA hosts Open source summit" /><title>NASA to host Open Source Summit</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;On March 29 &amp;amp; 30, NASA will host its first Open Source Summit at  Ames Research Center in Mountain View California. This event will bring  together engineers and policy makers across NASA and respected members  of the open source community to discuss the challenges with the existing  open source policy framework, and propose modifications that would make  it easier for NASA to develop, release, and use open source software.&lt;br /&gt;
Open  source brings numerous benefits to NASA software projects, including  increased software quality, reduced development costs, faster  development cycles, and reduced barriers to public-private collaboration  through new opportunities to commercialize NASA technology. This  inherently transparent, participatory, and collaborative approach is  revolutionizing the way software is created, improved, and used.&lt;br /&gt;
Although  open source release has already provided numerous benefits to NASA, the  full benefits of open source can only be realized if NASA is able to  establish the processes, policies, and culture needed to encourage and  support open source development. This will require expanding open source  activities beyond releasing software only after completion and finding  new ways to support two-way collaboration with an open development  community throughout the entire software lifecycle.&lt;br /&gt;
Facilitated by  Wayne Moses Burke and Lucas Cioffi of the Open Forum Foundation, this  “Focus Forum” style event will move beyond abstract discussion to  produce real, actionable solutions to NASA’s toughest open source  challenges. Throughout the event, guest speakers will provide insights  into best practices and share valuable lessons learned in building and  leveraging open source communities. Confirmed speakers include Pascal  Finette, Director of Mozilla Labs, Dr. Robert Sutor, Vice President of  Open Systems at IBM, Chris Wanstrath, CEO and co-founder of Github,  Brian Stevens, CTO and Vice President of Worldwide Engineering at Red  Hat, Linda Cureton, CIO for NASA and Terry Fong, Director of NASA Ames  Research Center’s Intelligent Robotics Group.&lt;br /&gt;
Participants will  split into discussion sessions to address challenges with the existing  policy framework and brainstorm potential solutions. Focus groups  include licensing, government restrictions such as the International  Traffic in Arms Regulations, governance, and risk assessments.&lt;br /&gt;
Physical  participation in the Open Source Summit is limited, however virtual  participation is open to anyone through live streaming, electronic  discussion, and collaborative note taking.&lt;br /&gt;
&lt;br /&gt;
&lt;a href="http://www.nasa.gov/open/source/"&gt;Reference Link is h3r3&lt;/a&gt;&lt;br /&gt;
http://www.nasa.gov/open/source/&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-8124894540818075653?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/8124894540818075653/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=8124894540818075653" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8124894540818075653?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8124894540818075653?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Aanbs_Zwtmk/nasa-to-host-open-source-summit.html" title="NASA to host Open Source Summit" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/03/nasa-to-host-open-source-summit.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CEYDRHw6fip7ImA9WhZSFk0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-5062729397254581643</id><published>2011-03-31T22:09:00.002+02:00</published><updated>2011-03-31T22:09:35.216+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-03-31T22:09:35.216+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Korea Mobile/Land Line Operator uses Open Source Cloud" /><title>Korea’s Largest Landline and Mobile Service Provider Using Open Source Cloud Computing Platform for Public Cloud</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;       Cloud.com, a provider of &lt;a href="http://cts.businesswire.com/ct/CT?id=smartlink&amp;amp;url=http%3A%2F%2Fwww.cloud.com&amp;amp;esheet=6662138&amp;amp;lan=en-US&amp;amp;anchor=open+source+cloud+computing&amp;amp;index=1&amp;amp;md5=8b8b775066aeef8440f85c4ccf2dace0"&gt;open        source cloud computing&lt;/a&gt; software, today announced that KT, Korea’s        largest landline operator and mobile service provider, has selected its        flagship technology, CloudStack™, as the foundation for its new &lt;a href="http://cts.businesswire.com/ct/CT?id=smartlink&amp;amp;url=http%3A%2F%2Fwww.ucloud.com%2F&amp;amp;esheet=6662138&amp;amp;lan=en-US&amp;amp;anchor=public+cloud+offering&amp;amp;index=2&amp;amp;md5=1a5e401f7c918097419217ed9862607b"&gt;public        cloud offering&lt;/a&gt;, KT ucloud. Currently in beta, KT ucloud will offer        its users a stable, secure and cost-effective cloud environment that        ensures enterprises are making the most efficient IT investment. As        enterprise IT managers are looking for cost-effective &lt;a href="http://cts.businesswire.com/ct/CT?id=smartlink&amp;amp;url=http%3A%2F%2Fcloud.com%2Fproducts%2Fcloud-computing-software&amp;amp;esheet=6662138&amp;amp;lan=en-US&amp;amp;anchor=cloud+computing+platforms&amp;amp;index=3&amp;amp;md5=22d120a0372e57234cacbb7f59781581"&gt;cloud        computing platforms&lt;/a&gt;, KT ucloud guarantees the most competitive        pricing and benefits among its competitors. Additionally, KT ucloud        reduces electricity consumption by two or three times, ultimately aiming        to reduce more than 60 percent of electricity used within their        datacenter operations and passing those efficiencies through to their        customers.     &lt;br /&gt;
“We at KT understand the importance of providing reliable,        cost-effective cloud computing services. While the rest of the market is        trying to catch up to cloud computing, KT is already creating innovative        cloud services that are delivering enhanced features to users at an        affordable price,” said JS Suh, Senior Vice President at KT. “When        building cloud systems, choosing pertinent partners is critical for        business success. We used Cloud.com as the foundation for our private        cloud and found it to be an extremely robust solution that minimized the        overhead costs of integration and complex deployment schedules.        CloudStack technology seamlessly integrated with our existing technology        and is allowing us to create a strong and agile public cloud.”     &lt;br /&gt;
KT ucloud provides an end-to-end service based on service development,        test, distribution, management and deletion. KT ucloud is priced up to        60 percent lower than Amazon Web Services and provides auto-provisioning        and auto-scaling when assigning IT resources on an automation and active        basis. In addition, KT ucloud monitors and meters usage volumes to give        users real-time visibility into how they are using their cloud        resources. In late 2010, KT announced it was using CloudStack to build        Korea’s first large-scale private cloud, enabling KT employees to access        shared data and software using a range of devices such as smartphones,        tablet PCs and Internet protocol television (IPTV). With KT ucloud,        CloudStack now is the foundation for KT’s public cloud as well.     &lt;br /&gt;
“KT has experienced a great amount of success with its private cloud and        is now using the same model of highly automated infrastructure, using        best-of-breed open source technologies, to bring the same level of        performance, scale and economics to their public cloud offering,” said        Sheng Liang, CEO at Cloud.com. “KT is an innovator and leader in cloud        computing in the Asia Pacific market as they launch KT ucloud. We are        pleased with KT’s decision and look forward to the public release of KT        ucloud.”     &lt;br /&gt;
Recognizing that organizations currently face a daunting task when        trying to build their own IaaS cloud environment, Cloud.com provides the        customers with the fastest path to owning their own cloud by providing        the latest and the most advanced software platform for building highly        scalable, highly reliable cloud computing environments. Cloud.com        currently enables over 50 large-scale production clouds in deployment        that have been built on its market-leading open source cloud computing        solution including Nokia Research Center, Tata Communications,        GreenQloud and Logicworks. Cloud.com technologies can be deployed        on-premise or as hosted cloud services.     &lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-5062729397254581643?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/5062729397254581643/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=5062729397254581643" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5062729397254581643?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5062729397254581643?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/RJuReyF85WI/koreas-largest-landline-and-mobile.html" title="Korea’s Largest Landline and Mobile Service Provider Using Open Source Cloud Computing Platform for Public Cloud" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/03/koreas-largest-landline-and-mobile.html</feedburner:origLink></entry><entry gd:etag="W/&quot;C0EEQns9fCp7ImA9WhZSFk0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-8736619777454159345</id><published>2011-03-31T21:57:00.002+02:00</published><updated>2011-03-31T22:00:03.564+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-03-31T22:00:03.564+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Using Open Source in Enterprise" /><title>Maturity of Using Open Source in Enterprise</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;study made by the french biggest enterprise consortium regarding the maturity in adopting FOSS in big companies&lt;br /&gt;
&lt;a href="http://www.cigref.fr/cigref_publications/RapportsContainer/Parus2011/Maturite_et_Gouvernance_de_l_Open_Source_CIGREF_2011.pdf"&gt;Link is h3r3&lt;/a&gt;&lt;br /&gt;
http://www.cigref.fr/cigref_publications/RapportsContainer/Parus2011/Maturite_et_Gouvernance_de_l_Open_Source_CIGREF_2011.pdf&lt;br /&gt;
&lt;br /&gt;
Thanks Yves for Sharing &lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-8736619777454159345?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/8736619777454159345/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=8736619777454159345" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8736619777454159345?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8736619777454159345?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/ylC8PbisX1A/maturity-of-using-open-source-in.html" title="Maturity of Using Open Source in Enterprise" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/03/maturity-of-using-open-source-in.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CE8MR3s5fyp7ImA9Wx9UFE4.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-909145902402131563</id><published>2011-02-11T16:01:00.000+02:00</published><updated>2011-02-11T16:01:26.527+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-02-11T16:01:26.527+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="IPv4 address Spaxe ran out" /><title>IPv4 Addrress Space Ran out</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;Yes, Right IPv4 Address Space depleted as per the official announce from the Number Resource Organization (NRO), &lt;a href="http://www.pr-inside.com/free-pool-of-ipv4-address-space-r2393182.htm"&gt;Reference Link is h3r3&lt;/a&gt;&lt;br /&gt;
&amp;nbsp;That means that IPv6 adoption is more critical now and is closer more than we think.&lt;br /&gt;
Quorted:"&lt;br /&gt;
"This is an historic day in the history of the Internet, and one we have  been anticipating for quite some time," states Raúl Echeberría,  Chairman of the Number Resource Organization (NRO), the official  representative of the five RIRs. "The future of the Internet is in IPv6.  All Internet stakeholders must now take definitive action to deploy  IPv6."&lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-909145902402131563?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/909145902402131563/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=909145902402131563" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/909145902402131563?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/909145902402131563?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Bjvp_LoEi_A/ipv4-addrress-space-ran-out.html" title="IPv4 Addrress Space Ran out" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/02/ipv4-addrress-space-ran-out.html</feedburner:origLink></entry><entry gd:etag="W/&quot;A0UBQXs4fip7ImA9Wx9WGEw.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-995380732393351267</id><published>2011-01-23T23:45:00.001+02:00</published><updated>2011-01-23T23:47:30.536+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-01-23T23:47:30.536+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="aljazeera transparency unit uses the open source Drupal" /><title>Aljzeera Transparency Unit uses Drupal</title><content type="html">&lt;div dir="ltr" style="text-align: left;" trbidi="on"&gt;Al Jazeera Transparency Unit uses the Open Source Content Management System Drupal.&lt;br /&gt;
if the the new launched site from Al Jazeera is blocked in your country you can use urvpn to access it &lt;a href="http://www.urvpn.com/"&gt;securely link is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;span class="Apple-style-span" style="font-family: Helvetica, Arial, sans-serif; font-size: 13px; line-height: 15px;"&gt;&lt;strong jscontent="failedUrl" jstcache="8"&gt;http://67.192.235.116/drupal/ar/node/2339&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;
Scrrenshot and IP whois&lt;br /&gt;
&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;a href="http://2.bp.blogspot.com/_Vbsj-yhipTw/TTyhSxO-tRI/AAAAAAAAD4A/a5MomhwOBWA/s1600/aljzeera.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"&gt;&lt;img border="0" height="187" src="http://2.bp.blogspot.com/_Vbsj-yhipTw/TTyhSxO-tRI/AAAAAAAAD4A/a5MomhwOBWA/s320/aljzeera.JPG" width="320" /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;span class="Apple-style-span" style="font-family: arial; font-size: 12px; font-weight: bold;"&gt;&lt;/span&gt;&lt;/div&gt;&lt;pre&gt;&lt;blockquote&gt;[Querying whois.arin.net]
[whois.arin.net]
#
# Query terms are ambiguous.  The query is assumed to be:
#     "n 67.192.235.116"
#
# Use "?" to get help.
#

#
# The following results may also be obtained via:
# http://whois.arin.net/rest/nets;q=67.192.235.116?showDetails=true&amp;amp;showARIN=false
#

Al Jazeera Network RSPC-1211573287585314 (NET-67-192-235-112-1) 67.192.235.112 - 67.192.235.119
Rackspace Hosting RSCP-NET-4 (NET-67-192-0-0-1) 67.192.0.0 - 67.192.255.255


#
# ARIN WHOIS data and services are subject to the Terms of Use
# available at: https://www.arin.net/whois_tou.html
#
 &lt;/blockquote&gt;&lt;div&gt;&lt;/div&gt;&lt;/pre&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-995380732393351267?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/995380732393351267/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=995380732393351267" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/995380732393351267?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/995380732393351267?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/HY8ebvJhleg/aljzeera-transparency-unit-uses-drupal.html" title="Aljzeera Transparency Unit uses Drupal" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://2.bp.blogspot.com/_Vbsj-yhipTw/TTyhSxO-tRI/AAAAAAAAD4A/a5MomhwOBWA/s72-c/aljzeera.JPG" height="72" width="72" /><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/01/aljzeera-transparency-unit-uses-drupal.html</feedburner:origLink></entry><entry gd:etag="W/&quot;Dk4CQH8-eyp7ImA9Wx9WFE0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-6879951710339796076</id><published>2011-01-19T04:40:00.001+02:00</published><updated>2011-01-19T04:42:41.153+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-01-19T04:42:41.153+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="الدخول الى كل المواقع المحجوبة فى السعودية الامارات البحرين" /><title>How to Access Blocked Websites, Unblock Restricted Sites</title><content type="html">If you want to bypass proxy in Saudi Arabia, Kuwait, Bahrain, United Arab Emirates to access all the sites you want anywhere and to add great layer of security you can use &lt;a href="http://www.urvpn.com/"&gt;www.urvpn.com&lt;/a&gt;&lt;br /&gt;
that will allow you to use skype and access all the blocked sites in all countries as Saudi Arabia , Kuwait &amp;nbsp;, Bahrain, United Arab Emirates&lt;br /&gt;
&lt;br /&gt;
That gives you to bypass the Proxy of any ISP in the above mentioned countries&lt;br /&gt;
&lt;br /&gt;
اذا اردت ان تتخطى البروكسى الذى يحجب بعض المواقع فى بلدك او تريد استخدام سكيب فى اى من هذة البلاد السعودية ، البحرين ، الامارات ، سوريا.........&lt;br /&gt;
كل ما عليك استخدام خدمة &amp;nbsp;&lt;a href="http://www.urvpn.com/lang-ar"&gt;www.urvpn.com/lang-ar&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-6879951710339796076?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/6879951710339796076/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=6879951710339796076" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/6879951710339796076?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/6879951710339796076?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Leq6CjwwoXg/how-to-access-blocked-websites-unblock.html" title="How to Access Blocked Websites, Unblock Restricted Sites" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/01/how-to-access-blocked-websites-unblock.html</feedburner:origLink></entry><entry gd:etag="W/&quot;AkUESHc9cCp7ImA9Wx9XGUw.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-3929860876548224081</id><published>2011-01-13T13:29:00.001+02:00</published><updated>2011-01-13T13:30:09.968+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-01-13T13:30:09.968+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Play windows games on Linux" /><title>Play Windows Games on linux</title><content type="html">Playing Windows Games on Linux us possible now, by using Playonlinux.com &lt;a href="http://www.playonlinux.com/en"&gt;project link is h3r3&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
Details:&lt;br /&gt;
&lt;br /&gt;
&lt;div class="presentation_item_hidden" id="pres_item1" style="border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-bottom-width: 1px; display: block; font-family: Arial, Helvetica, sans-serif; font-size: 12px; margin-left: 35px; padding-bottom: 20px;"&gt;&lt;h2 style="color: #00aaff; font-family: arial, helvetica, sans-serif; font-size: 18px; font-weight: 100; margin-left: 10px; margin-top: 0px; padding-top: 10px;"&gt;What is PlayOnLinux ?&lt;/h2&gt;&lt;div style="font-family: arial, helvetica, sans-serif; font-size: 14px; margin-left: 10px; text-align: justify;"&gt;PlayOnLinux is a piece of sofware which allows you&amp;nbsp;&lt;b&gt;to easily install and use&lt;/b&gt;&amp;nbsp;numerous&amp;nbsp;&lt;b&gt;games and apps designed to run with Microsoft® Windows®.&lt;/b&gt;&lt;br /&gt;
Few games are compatible with GNU/Linux at the moment and it certainly is a factor preventing the migration to this system. PlayOnLinux brings a cost-free, accessible and efficient solution to this problem.&lt;/div&gt;&lt;h2 style="color: #00aaff; font-family: arial, helvetica, sans-serif; font-size: 18px; font-weight: 100; margin-left: 10px; margin-top: 0px; padding-top: 10px;"&gt;What are PlayOnLinux's features?&lt;/h2&gt;&lt;div style="font-family: arial, helvetica, sans-serif; font-size: 14px; margin-left: 10px; text-align: justify;"&gt;Here is a non-exhaustive list of the interesting points to know:&lt;/div&gt;&lt;ul&gt;&lt;li&gt;You don't have to own a Windows® license to use PlayOnLinux.&lt;/li&gt;
&lt;li&gt;PlayOnLinux is based on Wine, and so profits from all its features yet it keeps the user from having to deal with its complexity.&lt;/li&gt;
&lt;li&gt;PlayOnLinux is free software.&lt;/li&gt;
&lt;li&gt;PlayOnLinux uses Bash and Python.&lt;/li&gt;
&lt;/ul&gt;&lt;div style="font-family: arial, helvetica, sans-serif; font-size: 14px; margin-left: 10px; text-align: justify;"&gt;Nevertheless, PlayOnLinux has some bugs, as every piece of software:&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Occasional performance decrease (image may be less fluid and graphics less detailed).&lt;/li&gt;
&lt;li&gt;Not all games are supported. Nevertheless, you can use our manual installation module.&lt;/li&gt;
&lt;/ul&gt;&lt;h2 style="color: #00aaff; font-family: arial, helvetica, sans-serif; font-size: 18px; font-weight: 100; margin-left: 10px; margin-top: 0px; padding-top: 10px;"&gt;A few screenshots of PlayOnLinux&lt;/h2&gt;&lt;div style="font-family: arial, helvetica, sans-serif; font-size: 14px; margin-left: 10px; text-align: justify;"&gt;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture1.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.4/bmi/www.playonlinux.com/images/presentation/min/capture1.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture2.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.4/bmi/www.playonlinux.com/images/presentation/min/capture2.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" title="" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture3.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.3/bmi/www.playonlinux.com/images/presentation/min/capture3.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" title="" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture4.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.3/bmi/www.playonlinux.com/images/presentation/min/capture4.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" title="" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture5.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.2/bmi/www.playonlinux.com/images/presentation/min/capture5.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;a class="lightbox" href="http://www.playonlinux.com/images/presentation/capture6.en.png" style="color: #00aaff;" title="PlayOnLinux"&gt;&lt;img alt="" src="http://1.1.1.2/bmi/www.playonlinux.com/images/presentation/min/capture6.en.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px;" /&gt;&lt;/a&gt;&amp;nbsp;&amp;nbsp;&lt;/div&gt;&lt;/div&gt;&lt;div class="presentation_item" style="border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-bottom-width: 1px; color: #777777; cursor: pointer; font-family: Arial, Helvetica, sans-serif; font-size: 14px; height: 55px; margin-bottom: 5px; margin-left: 35px; margin-top: 5px; padding-top: 5px;"&gt;&lt;img alt="PlayOnLinux" src="http://1.1.1.4/bmi/www.playonlinux.com/images/design/icone2.png" style="border-bottom-width: 0px; border-color: initial; border-left-width: 0px; border-right-width: 0px; border-style: initial; border-top-width: 0px; float: left; margin-left: 5px; margin-right: 10px;" /&gt;&lt;span class="title" style="display: block; font-size: 22px; margin-bottom: 5px;"&gt;I'd like to download PlayOnLinux&lt;/span&gt;&lt;span class="description" style="display: block; font-size: 12px;"&gt;Latest version : 3.8.8&lt;/span&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-3929860876548224081?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/3929860876548224081/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=3929860876548224081" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/3929860876548224081?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/3929860876548224081?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/V_Qoqfk38_w/play-windows-games-on-linux.html" title="Play Windows Games on linux" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/01/play-windows-games-on-linux.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CkMGRXk4eyp7ImA9Wx9XGEg.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-5368940330878890463</id><published>2011-01-12T18:40:00.000+02:00</published><updated>2011-01-12T18:40:24.733+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2011-01-12T18:40:24.733+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Afro Arab Free and Open Source Software Forum in Cairo Egypt" /><title>Afro Arab Free and Ope Source Software Conference in Egypt is on 22-23 March 2011</title><content type="html">Afro Arab Free and Ope Source Software Conference in Egypt is on 22-23 March 2011 is a conference on Free and Open source software for Africa and the Arab Region&lt;br /&gt;
&lt;br /&gt;
The conference is the&amp;nbsp;Second Middle East And Africa Open Source Software Technology Forum,&amp;nbsp;22 – 23 March, 2011, Ramsis Hilton - Cairo&lt;br /&gt;
&lt;br /&gt;
Due To The Success Of The First Middle East And Africa Open Source Software Technology Forum On June 2010, Concord For Exhibitions And Conferences &amp;nbsp;Is Pleased To Announce The Second MEA Open Source Software Technology Forum; 22 – 23 March, 2011, Ramsis Hilton - Cairo. The Forum Shall Encompass A 2 Full Days Conference Succeeded. The Forum Is A Technology Type Of Event Directed To ICT Users, Service Providers And Developers.&lt;br /&gt;
Vendors Of Tools, Applications And Remarkable Experiences Are Welcome To Present Their Products, Technologies, Services And To Discuss Their Success Stories As Well. The Event Strives To :&lt;br /&gt;
&lt;br /&gt;
1 – Free And Open Source Software As A Social Movement And Adoption.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Open Source Challenge, Obstacles, Barriers, Multinationals, Recognition.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Government Adoption, Brazilian Experiment.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Decision Advantage With Open Source, Policies &amp;amp; Steps To Be Taken By Government To Adopt OS.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Economics Of Open Source.&lt;br /&gt;
&lt;br /&gt;
2 – Business Models And Solutions.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Linux Providers, Linux Market And Products Providers.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Open Source Applications, Different Applications To Show OS Spreading Wide.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Database, MySQL, Oracle, Enterprise DB, Post GRE SQL,..&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Development Language JAVA, PHP, Python, QT,..&lt;br /&gt;
&lt;br /&gt;
3 – Security.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Managing The Balance Between Privacy And National Security.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » How Open Are Governments Documents To Communities.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Open Source Security Relation To National Security.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Network Management, Monitoring And Security.&lt;br /&gt;
&lt;br /&gt;
4 – Cloud Computing.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Concept.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Applications.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Business Models.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Providers.&lt;br /&gt;
&lt;br /&gt;
5 – Open Source Success Stories.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Building Open Source Enterprise.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » VOIP.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » CRM.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Mobile Phones.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » E Government.&lt;br /&gt;
&lt;br /&gt;
6 – Technology &amp;amp; Innovation (New Trends).&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » OS &amp;amp; Innovation.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » IPv6s.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Connect Me TV.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Blender 3d Animation Program.&lt;br /&gt;
&lt;br /&gt;
7 – Young Minds Panel.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Talk About The Value Of Open Source.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Technical Social Networking &amp;amp; Forums.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Students Participating In Open Source.&lt;br /&gt;
&lt;br /&gt;
8 – Law And Politics Of Open Source.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Copyright And Intellectual Property Issues, Licensing And Legalization.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Contract Issues In The Development And Sharing Of Software.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Access To Knowledge - A2K (Creative Commons).&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » Regulatory Issues Of Facilitating Competition In The Market For Computer Software.&lt;br /&gt;
&amp;nbsp;&amp;nbsp; » The Adoption Of Open Source Systems By Government, And Principles Of Freedom &amp;nbsp;Of Speech And Citizen Empowerment Domestically And Internationally.&lt;br /&gt;
&lt;br /&gt;
The conference is supported by many Egyptian and international entities like Geeksconsultancy.com , PhoneixEgypt.com, Concord ,.....&lt;br /&gt;
&lt;br /&gt;
&lt;a href="http://meaossforum.com/"&gt;Conference Site is h3r3&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-5368940330878890463?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/5368940330878890463/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=5368940330878890463" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5368940330878890463?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/5368940330878890463?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/8ixfI8RnlSE/afro-arab-free-and-ope-source-software.html" title="Afro Arab Free and Ope Source Software Conference in Egypt is on 22-23 March 2011" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2011/01/afro-arab-free-and-ope-source-software.html</feedburner:origLink></entry><entry gd:etag="W/&quot;CE4CSHkzfCp7ImA9Wx9RFE0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-8571858864695041841</id><published>2010-12-15T10:49:00.002+02:00</published><updated>2010-12-15T10:49:29.784+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-12-15T10:49:29.784+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Wikipedia needs your support" /><title>Donate to Keep Wikipedia up</title><content type="html">&lt;div style="font-family: inherit;"&gt;&lt;span style="font-size: small;"&gt;Al,&lt;/span&gt;&lt;/div&gt;&lt;div style="font-family: inherit;"&gt;&lt;span style="font-size: small;"&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;&lt;div style="font-family: inherit;"&gt;&lt;span style="font-size: small;"&gt;Please donate to Wikipedia if you can afford it&lt;/span&gt;&lt;/div&gt;&lt;div style="font-family: inherit;"&gt;&lt;span style="font-size: small;"&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;&lt;div style="font-family: inherit;"&gt;&lt;span style="font-size: small;"&gt;Dear XXX&lt;/span&gt;&lt;/div&gt;&lt;pre style="font-family: inherit; white-space: pre-wrap; word-wrap: break-word;"&gt;&lt;span style="font-size: small;"&gt;&lt;span&gt;I'm a volunteer.

I don't get paid a cent for my work at Wikipedia, and neither do our thousands of other volunteer authors and editors. When I founded Wikipedia, I could have made it into a for-profit company with advertising banners, but I decided to do something different.

Commerce is fine. Advertising is not evil. But it doesn't belong here. Not in Wikipedia.

To keep Wikipedia ad-free, we ask for donations every year on the site. We're sending you this email because we are scaling up our infrastructure this year, and we're simply not able to raise the whole budget from the banners alone. 

We have an easy way to make an automatic monthly donation to Wikipedia, and we're looking for people who would like to become sustainers. (Of course you can make a one-time donation as well.) 

Please make a monthly recurring gift of $3, $7, $13 -- or whatever you can. 

&lt;a href="https://civicrm.wikimedia.org/sites/all/modules/civicrm/extern/url.php?u=352&amp;amp;qid=516577" target="_blank"&gt;http://wikimediafoundation.&lt;wbr&gt;&lt;/wbr&gt;org/wiki/WMFRE/en&lt;/a&gt;

Wikipedia is something special. It is like a library or a public park. It is like a temple for the mind. It is a place we can all go to think, to learn, to share our knowledge with others. It is a unique human project, the first of its kind in history. It is a humanitarian project to bring a free encyclopedia to every single person on the planet.

Every single person.

If all of Wikipedia's 400 million users would donate $1 each, we would have 20 times the amount of money we need. We're a small organization, and I've worked hard over the years to keep us lean and tight. We fulfill our mission, and leave waste to others.

To do this without resorting to advertising, we need you. It is you who keep this dream alive. It is you who have created Wikipedia. It is you who believe that a place of calm reflection and learning is worth having.

&lt;a href="https://civicrm.wikimedia.org/sites/all/modules/civicrm/extern/url.php?u=352&amp;amp;qid=516577" target="_blank"&gt;This year, please consider making a sustaining monthly donation of whatever amount you like to protect and sustain Wikipedia.&lt;/a&gt;

Thanks,

Jimmy Wales 
Wikipedia Founder

P.S. -- If you can't commit to a recurring monthly donation, I hope you'll consider making another one time gift to help us reach our goal before the end of the year.  Please make your donation today.&lt;/span&gt;&lt;/span&gt;&lt;/pre&gt;&lt;pre style="font-family: inherit; white-space: pre-wrap; word-wrap: break-word;"&gt;&lt;span style="font-size: small;"&gt;&lt;span&gt;---&lt;/span&gt;&lt;/span&gt;&lt;/pre&gt;&lt;pre style="font-family: inherit; white-space: pre-wrap; word-wrap: break-word;"&gt;&lt;span style="font-size: small;"&gt;&lt;span&gt;&lt;span&gt;&lt;div&gt;&lt;span&gt;&lt;span&gt;Wikimedia Foundation&lt;/span&gt;
&lt;span&gt;P.O. Box 894879&lt;/span&gt;
&lt;span&gt;Los Angeles&lt;/span&gt;, &lt;span&gt;California&lt;/span&gt; &lt;span&gt;90189-4879&lt;/span&gt;
&lt;span&gt;United States&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/pre&gt;&lt;div style="font-family: inherit;"&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-8571858864695041841?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/8571858864695041841/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=8571858864695041841" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8571858864695041841?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8571858864695041841?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/AXyiukQ3Q-8/donate-to-keep-wikipedia-up.html" title="Donate to Keep Wikipedia up" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/12/donate-to-keep-wikipedia-up.html</feedburner:origLink></entry><entry gd:etag="W/&quot;AkMNQncyeyp7ImA9Wx9TFUU.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-8841338555764669946</id><published>2010-11-24T10:48:00.000+02:00</published><updated>2010-11-24T10:48:13.993+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-11-24T10:48:13.993+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="BISA Bringing Innovation Source Coding Africa" /><title>BISA (Bringing Innovation Source Coding Africa)</title><content type="html">&amp;nbsp;We  are here to invite you to join our community, BISA (Bringing Innovation  Source Coding Africa). We understand that programmers are constantly  creating innovative solutions to every day tasks, for complex problems,  for business, for education and for fun. We want to harness the  developer talent across Africa to come together to form a community that  produces products together for free and to advance the African  continent technologically, through our collective action, ideas, sharing  knowledge and working together.&lt;br /&gt;
&lt;br /&gt;
We want you to help create this space for our open source platform.  Africa needs programmers with an inspirational vision and who are  willing to work collaboratively to bring forth these ideas to advance  Africa as place for technological innovation.&lt;br /&gt;
&lt;br /&gt;
It's an ambition project, and one which needs contributions from all of us.&lt;br /&gt;
&lt;br /&gt;
We  have the genesis of a great idea and we need more collaborators, to  help us develop and unleash the true potential of this idea!&lt;br /&gt;
&lt;br /&gt;
Please visit our Mozilla Drumbeat page for more information:&lt;br /&gt;
&lt;a href="http://drumbeat.org/project/bisa-bringing-innovation-source-coding-africa" target="_blank"&gt;http://drumbeat.org/project/&lt;wbr&gt;&lt;/wbr&gt;bisa-bringing-innovation-&lt;wbr&gt;&lt;/wbr&gt;source-coding-africa&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
We would love to hear from you, email us: &lt;a href="mailto:feedback@bisaproject.org" target="_blank"&gt;feedback@bisaproject.org&lt;/a&gt;&lt;br /&gt;
&lt;br /&gt;
Please spread the word as far as can go!!&lt;br /&gt;
&lt;br /&gt;
Together we can make this happen!&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-8841338555764669946?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/8841338555764669946/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=8841338555764669946" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8841338555764669946?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8841338555764669946?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/chQ2y5ZuB28/bisa-bringing-innovation-source-coding.html" title="BISA (Bringing Innovation Source Coding Africa)" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/11/bisa-bringing-innovation-source-coding.html</feedburner:origLink></entry><entry gd:etag="W/&quot;Ak8HRHc4eCp7ImA9Wx9TFU0.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-7114846000132494602</id><published>2010-11-23T12:05:00.003+02:00</published><updated>2010-11-23T12:40:35.930+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-11-23T12:40:35.930+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Agentless VPN Access" /><title>Free VPN Accounts</title><content type="html">http://www.facebook.com/home.php?sk=group_125354450856938&amp;amp;ap=1I have been through www.urvpn.com, they offer Free VPN accounts for limited Time. the VPN they provide does not need any Software installation or third party as it uses Windows dialer Service, while provides high security standard and anonymity.&lt;br /&gt;
They provide very good tutorial on how to setup the Windows Connection for Windows XP VPN, Windows VISTA VPN, MAC OSX VPN , even the handled devices VPN as IPhone VPN access.&lt;br /&gt;
&lt;a href="http://www.urvpn.com/"&gt;Link is h3r3&lt;/a&gt;&lt;br /&gt;
You can use urvpn.com for some of the below reasons and many others &lt;br /&gt;
1) Freedom of Speech&lt;br /&gt;
2) Online Privacy and Security&lt;br /&gt;
3) Security over Public Wifi and hotspots&lt;br /&gt;
4) over coming Proxy Server in countries that block certain sites&lt;br /&gt;
5) Use Skype in countries that block Skype Traffic &lt;br /&gt;
6) Access Blocked websites by your corporate network&lt;br /&gt;
7) Access Blocked websites by your countries proxy of firewall&lt;br /&gt;
&lt;br /&gt;
They do have Facebook Group as well , &lt;a href="http://www.facebook.com/home.php?sk=group_125354450856938&amp;amp;ap=1"&gt;link is h3r3&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-7114846000132494602?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="related" href="http://www.urvpn.com" title="Free VPN Accounts" /><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/7114846000132494602/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=7114846000132494602" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/7114846000132494602?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/7114846000132494602?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/WB2z3sLw9uQ/free-vpn-accounts.html" title="Free VPN Accounts" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/11/free-vpn-accounts.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DU8NQ34-cSp7ImA9Wx9TFEk.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-2889657663955829500</id><published>2010-11-22T19:44:00.002+02:00</published><updated>2010-11-22T19:44:52.059+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-11-22T19:44:52.059+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Open Source Clouds" /><title>NASA and Rackspace part the clouds with open source project</title><content type="html">A group of cloud computing stakeholders have announced a new project  called OpenStack, which aims to produce a standard open source cloud  computing software stack. It will allow adopters to host their own  elastic computing clouds and scalable storage grids. Key participants  include hosting company Rackspace and NASA.&lt;br /&gt;
&lt;br /&gt;
The project consists of several interoperable components that will be  released incrementally as the code is made ready for public consumption.  The OpenStack Object Storage framework, which is based Rackspace's  Cloud Files service, is the first OpenStack component to be made  available.&lt;br /&gt;
&lt;br /&gt;
The OpenStack contributors are also preparing to release OpenStack  Compute, a framework for provisioning elastic computing clusters. The  Compute component is not yet ready for an official release, but the  preliminary source code is available as a developer preview. It is based  on NASA's Nebula cloud architecture and Rackspace's Cloud Servers  service.&lt;br /&gt;
The OpenStack software is distributed under the permissive open  source Apache 2.0 license. This will allow users to modify and  redistribute the code and even incorporate it into closed-source  derivatives. The source code is hosted on &lt;a href="http://arstechnica.com/business/news/2010/02/an-introduction-to-collaborative-development-with-launchpad.ars"&gt;Launchpad&lt;/a&gt;,  Canonical's open source project hosting service. The code is written  largely in the Python programming language and uses several well-known  Python network programming frameworks, including Twisted and  FriendFeed's Tornado.&lt;br /&gt;
Ars spoke with Rackspace CTO John Engates to learn more about the  project and its underlying technology. He said that one of the chief  goals behind the OpenStack effort is to encourage the development of  open standards for interoperable cloud computing technology. Engates  believes the open source technology will help accelerate adoption of  cloud technology, which will ultimately benefit Rackspace and other  commercial hosting providers.&lt;br /&gt;
We asked how OpenStack compares to &lt;a href="http://arstechnica.com/open-source/news/2009/04/researchers-to-commercialize-open-source-eucalyptus-project.ars"&gt;Eucalyptus&lt;/a&gt;,  an existing open source cloud computing framework that is compatible  with EC2. Engates says that Eucalyptus is hindered by scalability  challenges that OpenStack can handily overcome. He explained that this  makes OpenStack a better solution for large-scale deployments.&lt;br /&gt;
NASA's  Nebula computing platform was initially built on top of Eucalyptus, but  the space agency began rolling its own solution called Nova as it grew  increasingly dissatisfied with the limitations of Eucalyptus. The code  from Nova is one of the key pieces in the OpenStack Compute software.&lt;br /&gt;
"Modern scientific computation requires ever increasing storage and  processing power delivered on demand," said NASA CTO Chris Kemp in a  statement. "To serve this demand, we built Nebula, an infrastructure  cloud platform designed to meet the needs of our scientific and  engineering community. NASA and Rackspace are uniquely positioned to  drive this initiative based on our experience in building large scale  cloud platforms and our desire to embrace open source."&lt;br /&gt;
Although Rackspace and NASA have taken the lead in putting together  OpenStack, the effort has attracted many other participants. Engates  says that there are over 20 companies involved and that the project will  have an open governance model. As cloud computing technology gains  momentum, this kind of open industry-driven effort could boost  interoperability and help protect consumers from vendor lock-in.&lt;br /&gt;
&lt;div class="read-more-link"&gt;                   &lt;h4&gt;Further reading&lt;/h4&gt;&lt;ul class=""&gt;&lt;li&gt;&lt;a href="http://www.openstack.org/"&gt;OpenStack&lt;/a&gt; (openstack.org)&lt;/li&gt;
&lt;li&gt;&lt;a href="https://edge.launchpad.net/openstack"&gt;Launchpad&lt;/a&gt; (edge.launchpad.net)&lt;/li&gt;
&lt;/ul&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-2889657663955829500?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/2889657663955829500/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=2889657663955829500" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/2889657663955829500?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/2889657663955829500?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Zsn2_59UunA/nasa-and-rackspace-part-clouds-with.html" title="NASA and Rackspace part the clouds with open source project" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/11/nasa-and-rackspace-part-clouds-with.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DUABQ3wyfip7ImA9Wx9TFEk.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-8021770912206123280</id><published>2010-11-22T19:42:00.000+02:00</published><updated>2010-11-22T19:42:32.296+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-11-22T19:42:32.296+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="Open Source Data Visulation Many Eyes" /><title>Impressive data visualization tool to be released as open source</title><content type="html">The former leaders of &lt;a href="http://www.computerworld.com/s/article/9137456/IBM_Update"&gt;IBM&lt;/a&gt;'s  Visual Communications Lab have been hard at work on a "summer project"  -- desktop software that will display large amounts of information in a  number of visual formats.&lt;br /&gt;
Fernanda Viégas and Martin Wattenberg touted version "0.5" of their  Time Flow tool as a way to create visual timelines from textual data.  And indeed the software can import a table of data -- presidential  appointments, political contributions -- and show it as a timeline or a  calendar, with color- and size-coded entries that make it easier to spot  patterns. But the software also displays as sortable/filterable lists,  tables and graphs -- allowing it to serve as much as a visual database  as timeline -- and offers statistical summaries of the data.&lt;br /&gt;
Viégas and Wattenberg created the visualization site &lt;a href="http://many-eyes.com/" target="_new"&gt;Many Eyes&lt;/a&gt;  which was designed to "democratize data analysis," adding a social  component to graphic data (well before the explosive popularity of  social media). &lt;br /&gt;
They said they expect to release this new software as open source within a week or so on the Web site of their current company, &lt;a href="http://flowingmedia.com/" target="_new"&gt;Flowing Media&lt;/a&gt;. If you're interested in data visualization tools, you may want to bookmark that site.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-8021770912206123280?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/8021770912206123280/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=8021770912206123280" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8021770912206123280?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/8021770912206123280?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/Lqt20sQIU1E/impressive-data-visualization-tool-to.html" title="Impressive data visualization tool to be released as open source" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/11/impressive-data-visualization-tool-to.html</feedburner:origLink></entry><entry gd:etag="W/&quot;DUIESX46cCp7ImA9Wx5VGUs.&quot;"><id>tag:blogger.com,1999:blog-8957086892173047650.post-6829761251531901496</id><published>2010-10-13T12:58:00.000+02:00</published><updated>2010-10-13T12:58:28.018+02:00</updated><app:edited xmlns:app="http://www.w3.org/2007/app">2010-10-13T12:58:28.018+02:00</app:edited><category scheme="http://www.blogger.com/atom/ns#" term="LPI in Spain Public Schools" /><title>Linux Professional Institute LPI Certification adopted by Public Schools in Spain</title><content type="html">&lt;div style="text-align: justify;"&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style="text-align: justify;"&gt;The below news is very important in Linux/Open Source awareness/Competncies and adoption&amp;nbsp;&lt;/div&gt;&lt;div style="text-align: justify;"&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style="text-align: justify;"&gt;Details: &lt;/div&gt;&lt;div style="text-align: justify;"&gt; &lt;/div&gt;&lt;div style="text-align: justify;"&gt;The Linux Professional Institute (LPI), the world’s premier Linux certification organization (http://www.lpi.org), announced with its affiliate organization LPI-Spain (http://www.lpi.org.es/) that a program in public schools in Spain to promote Linux education and certification has achieved successful results in its first six months of operation. This public education initiative with Proyecto Universidad Empresa (PUE) has recruited close to 20 training partners. PUE is Spain’s leading agency in the development of IT training and certification and provides academic programs for such major IT organizations as Microsoft, Cisco and Sun.&lt;br /&gt;
&lt;br /&gt;
For more information on PUE’s initiative with LPI please see: http://www.pue.es/lpi&lt;br /&gt;
&lt;br /&gt;
“This impressive result early in this program initiative with PUE demonstrates the growing recognition of the need for professional Linux skills and knowledge within the IT sector in Spain. LPI continues to support the workforce development of Linux professionals in regions throughout the world. In this instance, we are pleased to work with academic organizations and government agencies which undertake the important work of developing IT curriculum to meet this need,” said Jim Lacey, president and CEO of LPI.&lt;br /&gt;
&lt;br /&gt;
Under this initiative PUE and LPI-Spain have recruited a number of LPI Approved Academic Partners (LPI-AAP) to deliver Linux training and certification. The program has been embraced by educators in both the Spanish and Catalan language.&lt;br /&gt;
“In our education department we promote the use of Free Software–particularly the use of Linux. We believe it is important that our students at CFGS Management Computer Systems and Networks learn to manage Linux and Free and Open Source Software. LPI certification provides our students with a path to develop their knowledge and an understanding of this type of software environment. As well LPI certification is a recognized educational standard that is being increasingly requested by employers,” said Josefa Gonzalez Perales, INS La Ferreria, Montcada i Reixac, Barcelona, Spain (http://phobos.xtec.net/ieslaferreria/intranet/)&lt;br /&gt;
&lt;br /&gt;
“For the information technology students of the Institut de l’Ebre, the ability to demonstrate their knowledge of the Linux operating system through a recognized training and certification program, as with LPI, is an opportunity for a well-paid job–in particular where, at least in Spain, and especially in Catalonia, there is an increasing demand and few qualified professionals for such positions,” said Sergi Tur Badenas of the Institut de l’Ebre, Tarragona, Spain (http://www.iesebre.com/). Sergi Tur Badenas added: “The PUE/LPI-Spain initiative owes its remarkable success, specifically in Catalan, to the creation of an online documentation base about the LPIC-1 certification. This tool has been useful both for teachers and students in order to clearly verify educational goals and skills development students have gained during their training towards the LPIC program.”&lt;br /&gt;
&lt;br /&gt;
For more information on LPI’s Approved Academic Partner program please see: http://www.lpi.org/training&lt;br /&gt;
&lt;br /&gt;
The Linux Professional Institute is globally supported by the IT industry, enterprise customers, community professionals, government entities and the educational community. LPI’s certification program is supported by an affiliate network spanning five continents and is distributed worldwide in multiple languages at more than 7,000 testing locations. Since 1999, LPI has delivered over 260,000 exams and 87,000 LPIC certifications around the world.&lt;br /&gt;
&lt;br /&gt;
About the Linux Professional Institute:&lt;br /&gt;
&lt;br /&gt;
The Linux Professional Institute promotes and certifies essential skills on Linux and Open Source technologies through the global delivery of comprehensive, top-quality, vendor-independent exams. Established as an international non-profit organization in September 1999 by the Linux community, the Linux Professional Institute continues to demonstrate recognized global leadership in the certification of Linux professionals. LPI advances the Linux and Open Source movement through strategic partners, sponsorships, innovative programs and community development activities. LPI’s major financial sponsors are Platinum Sponsors IBM, Linux Journal, Linux Magazine, Novell, SGI, and TurboLinux as well as Gold Sponsors, HP and IDG.&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8957086892173047650-6829761251531901496?l=geek2live.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel="replies" type="application/atom+xml" href="http://geek2live.blogspot.com/feeds/6829761251531901496/comments/default" title="Post Comments" /><link rel="replies" type="text/html" href="http://www.blogger.com/comment.g?blogID=8957086892173047650&amp;postID=6829761251531901496" title="0 Comments" /><link rel="edit" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/6829761251531901496?v=2" /><link rel="self" type="application/atom+xml" href="http://www.blogger.com/feeds/8957086892173047650/posts/default/6829761251531901496?v=2" /><link rel="alternate" type="text/html" href="http://feedproxy.google.com/~r/Geek2live/~3/zAWj20MSUHY/linux-professional-institute-lpi.html" title="Linux Professional Institute LPI Certification adopted by Public Schools in Spain" /><author><name>Samer Azmy aka Kernel The Canine</name><uri>http://www.blogger.com/profile/00812088860734064365</uri><email>noreply@blogger.com</email><gd:image rel="http://schemas.google.com/g/2005#thumbnail" width="16" height="16" src="http://img2.blogblog.com/img/b16-rounded.gif" /></author><thr:total>0</thr:total><feedburner:origLink>http://geek2live.blogspot.com/2010/10/linux-professional-institute-lpi.html</feedburner:origLink></entry></feed>

