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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 13.7.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/07/13/last-week-in-stream-data-integration-stream-analytics-13-7-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Wed, 13 Jul 2022 19:22:07 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
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					<description><![CDATA[This is the 247th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General Building Event Driven Applications with Apache Flink, Apache Kafka and Amazon [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>247th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/retailo-tech/building-event-driven-applications-with-apache-flink-apache-kafka-and-amazon-emr-part-1-67b70c119db0">Building Event Driven Applications with Apache Flink, Apache Kafka and Amazon EMR — Part 1</a> by Zain Haider Nemati</li><li><a href="https://medium.com/rocco-scaramuzzi-tech/event-driven-microservice-architecture-dont-use-only-events-but-use-commands-too-b8694d370436">Event-Driven Microservice Architecture, don’t use only events but use commands too!</a> by Rocco Scaramuzzi</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://towardsdatascience.com/mysql-to-dynamodb-build-a-streaming-data-pipeline-on-aws-using-kafka-c2cf0b6e35b6">MySQL to DynamoDB: Build a streaming data pipeline on AWS</a> using Kafka by Abhishek Gupta</li><li><a href="https://kai-waehner.medium.com/disaster-recovery-with-kafka-across-the-edge-and-hybrid-cloud-ddb50b822f07">Disaster Recovery with Kafka across the Edge and Hybrid Cloud</a> by Kai Waehner</li><li><a href="https://medium.com/lydtech-consulting/kafka-streams-state-store-30110bf4f24">Kafka Streams: State Store</a> by Rob Golder</li><li><a href="https://medium.com/@manishaprabhodhani/everything-we-need-to-know-about-kafka-2882291eb00d">Everything We Need To Know About Kafka</a> by Manisha Ekanayake</li><li><a href="https://materialize.com/breezing-through-iot-with-materialize-and-aws-managed-kafka/">Breezing through IoT with Materialize and AWS Managed Kafka</a> by Don Pinto</li><li><a href="https://www.confluent.io/blog/streaming-data-quality-keep-bad-data-out-of-apache-kafka/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-to-keep-bad-data-out-of-apache-kafka-stream-quality_content.confluent-cloud">How to Keep Bad Data Out of Apache Kafka with Stream Quality</a> by David Araujo &amp; Julia Peng</li><li><a href="https://medium.com/@tutorialcreation81/apache-spark-kafka-and-airflow-for-etl-pipelines-2d91e641fbdf">ETL Pipelines with Apache tools(Kafka,Airflow,Spark)</a> by Tutorialcreation</li><li><a href="https://medium.com/@smlalene/speech-to-text-data-collection-with-kafka-airflow-and-spark-fd74d34c6c7e">Speech-to-text data collection with Kafka, Airflow, and Spark</a> by Samuel Alene</li><li><a href="https://levelup.gitconnected.com/kafka-primer-for-docker-how-to-setup-kafka-start-messaging-and-monitor-broker-metrics-in-docker-b4e018e205d1">Kafka Primer for Docker: How to setup Kafka, start messaging and monitor broker metrics in Docker</a> by Rohit Singh</li><li><a href="https://www.confluent.io/blog/10x-more-scalable-elastic-kafka-storage-with-confluent/">Building Kafka Storage That’s 10x More Scalable and Performant</a> by Marc Selwan</li><li><a href="https://www.confluent.io/blog/visualize-apache-kafka-data-easily-with-stream-lineage/">How to Visualize Your Apache Kafka Data the Easy Way with Stream Lineage</a> by <a href="https://www.confluent.io/blog/author/david-araujo/">David Araujo</a> &amp; Julia Peng</li></ul>



<p><strong>Redpanda</strong></p>



<ul class="wp-block-list"><li><a href="https://redpanda-data.medium.com/simplifying-java-development-for-real-time-applications-7d11266daa32">Simplifying Java development for real-time applications</a> by Redpanda Data</li></ul>



<p><strong>Spark Streaming</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/@devesh.k.chaubey/spark-project-lightspeed-the-next-generation-of-the-spark-streaming-engine-763f42741aa4">Spark Project Lightspeed — Next Gen Spark streaming engine</a> by Devesh K Chaubey</li><li><a href="https://databricks.com/blog/2022/06/28/project-lightspeed-faster-and-simpler-stream-processing-with-apache-spark.html">Project Lightspeed: Faster and Simpler Stream Processing With Apache Spark</a> by Karthik Ramasamy , Matei Zaharia , Reynold Xin , Michael Armbrust , Awez Syed , Ray Zhu , Alexander Balikov , Jerry Peng , Shrikanth Shankar  and Sameer Paranjpye  </li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://sap1ens.com/blog/2022/07/10/flink-cdc-for-postgres-lessons-learned/">Flink CDC for Postgres: Lessons Learned</a> by Yaroslav Tkachenko</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.youtube.com/watch?v=0d_I2aQm4LE">Change Data Streaming For Spring Boot With Apache Kafka and Debezium</a> by Alex Soto </li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://speakerdeck.com/tillrohrmann/rethinking-how-distributed-applications-are-built">Rethinking how distributed applications are built</a> by Till Rohrmann</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://thattech.show/episodes/59-the-magic-behind-event-driven-architecture-with-jamil-ahmed">Episode 59 &#8211; The Magic Behind Event-Driven Architecture</a> with Jamil Ahmed</li><li><a href="https://developer.confluent.io/podcast/automating-multi-cloud-apache-kafka-cluster-rollouts/?utm_source=facebook&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-automating-fleet-wide-apache-kafka-cluster-rollouts-to-streamline-cloud-operations_content.confluent-cloud">Automating Multi-Cloud Apache Kafka Cluster Rollouts</a> by Confluent Streaming Audio (#222)</li><li><a href="https://developer.confluent.io/podcast/blockchain-data-integration-with-apache-kafka/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-blockchain-data-integration-with-apache-kafka_content.apache-kafka">Blockchain Data Integration with Apache Kafka</a> by Confluent Streaming Audio (#223)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://debezium.io/blog/2022/07/11/debezium-1-9-5-final-released/">Debezium 1.9.5.Final</a></li><li><a href="https://flink.apache.org/news/2022/07/06/release-1.15.1.html">Apache Flink 1.15.1</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
]]></content:encoded>
					
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 27.6.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/06/27/last-week-in-stream-data-integration-stream-analytics-10-6-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Mon, 27 Jun 2022 19:55:11 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13537</guid>

					<description><![CDATA[This is the 246th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General Event-Driven Architecture. Part 1: Pros and cons with examples by Dan [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>246th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://danoncoding.com/event-driven-architecture-part-1-pros-and-cons-with-examples-a2e5161fbcbd">Event-Driven Architecture. Part 1: Pros and cons with examples</a> by Dan Siwiec</li><li><a href="https://medium.com/@sambhavgupta4/cdc-strategies-for-real-time-data-lakes-data-platform-5d9325bcd4b0">CDC Strategies for Real Time Data Lakes/Data Platform</a> by Sambhavgupta</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://aws.amazon.com/blogs/developer/tuning-apache-kafka-and-confluent-platform-for-graviton2-using-amazon-corretto/">Tuning Apache Kafka and Confluent Platform for Graviton2 using Amazon Corretto</a> by Mike Cook</li><li><a href="https://medium.com/lydtech-consulting/kafka-streams-introduction-d7e5421feb1b">Kafka Streams Introduction</a> by Rob Golder</li><li><a href="https://www.confluent.io/blog/announcing-ksqldb-0-26/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_ksqldb-0-26_content.stream-processing">Announcing ksqlDB 0.26</a> by Tom Nguyen</li><li><a href="https://developers.redhat.com/articles/2022/06/06/kafka-monthly-digest-may-2022">Kafka Monthly Digest: May 2022</a> by Mickael Maison</li><li><a href="https://medium.com/transferwise-engineering/rack-awareness-in-kafka-streams-448d7e5225a3">Rack awareness in Kafka Streams</a> by Levani Kokhreidze</li><li><a href="https://www.confluent.io/blog/elastically-scale-apache-kafka-clusters-in-confluent-cloud/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-to-elastically-scale-apache-kafka-clusters-on-confluent-cloud_content.confluent-cloud">How to Elastically Scale Apache Kafka Clusters on Confluent Cloud</a> by Aashish Kohli</li><li><a href="https://www.confluent.io/blog/cloud-incident-management-at-confluent/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-confluent-treats-incidents-in-the-cloud_content.confluent-cloud">How Confluent Treats Incidents in the Cloud</a> by Tim Ellis</li><li><a href="https://kai-waehner.medium.com/legacy-modernization-and-hybrid-multi-cloud-with-kafka-in-healthcare-8c5d3d97c9e">Legacy Modernization and Hybrid Multi-Cloud with Kafka in Healthcare</a> by Kai Waehner</li><li><a href="https://medium.com/@ali.gelenler/architectural-microservices-patterns-saga-outbox-and-cqrs-with-kafka-25469d75c18c">Architectural Microservices Patterns: SAGA, Outbox and CQRS with Kafka</a> by Ali Gelenler</li><li><a href="https://medium.com/myheritage-engineering/a-practical-guide-for-migrating-kafka-schema-registry-between-data-centers-e66781620a28">A practical guide for migrating Kafka Schema Registry between data centers</a> by Shlomi Király</li><li><a href="https://medium.com/shippeo-tech-blog/debezium-to-snowflake-lessons-learned-building-data-replication-in-production-a5430a9fe85b">Debezium to Snowflake: Lessons learned building data replication in production</a> by Omar Ghalawinji</li><li><a href="https://medium.com/lydtech-consulting/kafka-streams-spring-boot-demo-ff0e74e08c9c">Kafka Streams Spring Boot Demo</a> by Rob Golder</li><li><a href="https://medium.com/rocksetcloud/streaming-analytics-with-ksql-vs-a-real-time-analytics-database-41459fd8f26b">Streaming Analytics With KSQL vs. a Real-Time Analytics Database</a> by Lewis Gavin</li><li><a href="https://medium.com/yotpoengineering/building-a-scalable-webhook-delivery-system-using-kafka-sqs-s3-e9808eaa8a04">Building a scalable webhook delivery system using Kafka, SQS &amp; S3</a> by Eyal Ringort</li><li><a href="https://blog.softwaremill.com/microservices-101-transactional-outbox-and-inbox-6dc29035fee6">Microservices 101: Transactional Outbox and Inbox</a> by Krzysztof Atłasik</li><li><a href="https://clifflolo.medium.com/streaming-data-with-postgres-debezium-and-kafka-88af55d710c9">Streaming data with Postgres, Debezium and Kafka</a> by Clifford Frempong</li><li><a href="https://www.confluent.io/blog/benefits-of-data-streaming-platforms-from-idc/">IDC Perspective: Accelerate Data Streaming Adoption With Confluent</a> by Mekhala Roy</li><li><a href="https://www.confluent.io/blog/real-time-system-integration-for-telecommunications/">Autonomous Networks — The Telco and Media Growth Engine</a> by Eric Dozier &amp; Justin Lee</li><li><a href="https://www.confluent.io/blog/data-pipeline-principles-use-cases-examples/">Applying Data Pipeline Principles in Practice: Exploring the Kafka Summit Keynote Demo</a> by Yeva Byzek</li><li><a href="https://www.confluent.io/blog/hybrid-cloud-data-management-with-confluent-kubernetes/">Managing Hybrid Cloud Data with Cloud-Native Kubernetes APIs</a> by Karthikeyan Srinivasan</li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/@marketing_73384/apache-nifi-and-apache-nifi-registry-on-kubernetes-882156e8c28b">Apache NiFi and Apache NiFi Registry on Kubernetes</a> by GetInData TechTeam</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://blog.softwareag.com/streamsets-snowflake/?utm_medium=socialhp&amp;utm_campaign=socialhp-content-Accelerating+with+StreamSets&amp;utm_content=https%3A%2F%2Fblog.softwareag.com%2Fstreamsets-snowflake%2F&amp;utm_source=twitter">Insights from the road: Shifting to a higher gear with StreamSets</a> by Sanjay Brahmawar</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.confluent.io/resources/presentation/securing-kafka-connect-pipelines-with-client-side-field-level-cryptography/">Securing Kafka Connect Pipelines with Client-Side Field Level Cryptography</a> by Hans-Peter Grashl</li><li><a href="https://www.confluent.io/resources/presentation/streaming-updates-through-complex-operations-in-kafka-streams-at-scale/">Streaming Updates through Complex Operations in Kafka Streams at Scale</a> by Victor Künstler</li><li><a href="https://www.youtube.com/watch?v=Wqko7MunKZs">Flink vs Kafka Streams/ksqlDB: Comparing Stream Processing Tools</a> by Confluent Streaming Audio</li><li><a href="https://www.confluent.io/resources/presentation/keep-your-cache-always-fresh-with-debezium/">Keep Your Cache Always Fresh with Debezium!</a> by Gunnar Morling</li><li><a href="https://www.confluent.io/resources/presentation/geo-replicated-kafka-streams-apps/">Geo-replicated Kafka Streams Apps</a> by Ryanne Dolan</li><li><a href="https://www.youtube.com/watch?v=HkUfzavcLj0">Common Apache Kafka Mistakes to Avoid</a> by Confluent Streaming Audio</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://speakerdeck.com/hpgrahsl/securing-kafka-connect-pipelines-with-client-side-field-level-cryptography-at-kafka-summit-london-2022?slide=2">Securing Kafka Connect Pipelines with Client-Side Field Level Cryptography</a> by Hans-Peter Grashl</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://pod.link/streaming-audio/episode/09514d793998c0bcc22a544d279fda7e">Practical Data Pipeline: Build a Plant Monitoring System with ksqlDB</a> by Confluent Streaming Audio</li><li><a href="https://pod.link/streaming-audio/episode/c485ede0948fad3e1b13b3e64465190c">Flink vs Kafka Streams/ksqlDB: Comparing Stream Processing Tools</a> by Confluent Streaming Audio</li><li><a href="https://pod.link/streaming-audio/episode/c025ea4091824f40f8beaf9e7308a687">Data Mesh Architecture: A Modern Distributed Data Model</a> by Confluent Streaming Audio</li><li><a href="https://pod.link/streaming-audio/episode/916eb63261917cd892515ddcc2ac47b7">How I Became a Developer Advocate</a> by Confluent Streaming Audio</li><li><a href="https://pod.link/streaming-audio/episode/39e6a132b07fca5093295c1f955ec884">Common Apache Kafka Mistakes to Avoid</a> by Confluent Streaming Audio</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://nifi.apache.org/download.html">Apache NiFi 1.16.2</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 18.5.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/05/18/last-week-in-stream-data-integration-stream-analytics-18-5-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Wed, 18 May 2022 21:05:50 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
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					<description><![CDATA[This is the 245th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General Need for Speed: Evaluating Real-time Analytics Systems by Gang Tao Powering [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>245th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/www-timeplus-com/need-for-speed-evaluating-real-time-analytics-systems-76fb434d2cad">Need for Speed: Evaluating Real-time Analytics Systems</a> by Gang Tao</li><li><a href="https://blog.twitter.com/engineering/en_us/topics/infrastructure/2022/powering-real-time-data-analytics-with-druid-at-twitter">Powering real-time data analytics with Druid at Twitter</a> by Ruchin Kabra &amp; Chunxu Tang</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://www.confluent.io/blog/how-walmart-uses-kafka-for-real-time-omnichannel-replenishment/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-walmart-uses-apache-kafka-for-real-time-replenishment_content.use-cases">How Walmart Uses Apache Kafka for Real-Time Replenishment at Scale</a> by Suman Pattnaik</li><li><a href="https://www.confluent.io/blog/deploy-kafka-on-edge-with-confluent-on-aws-snowball/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_confluent-at-a-fully-disconnected-edge_content.confluent-cloud">Confluent at a Fully Disconnected Edge</a> by Joseph Morais &amp; Braeden Quirante</li><li><a href="https://kai-waehner.medium.com/cloud-native-core-banking-modernization-with-apache-kafka-321635170517">Cloud-native Core Banking Modernization with Apache Kafka</a> by Kai Waehner</li><li><a href="https://streamsets.com/blog/kafka-streaming-application/">Kafka Streaming: Live Streaming Kafka Application to Cassandra</a> by Isaac Omolayo</li><li><a href="https://www.confluent.io/blog/apache-kafka-3-2-0-new-features-and-updates/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_whats-new-in-apache-kafka-3-2_content.apache-kafka">What’s New in Apache Kafka 3.2.0</a> by Bruno Cadonna</li><li><a href="https://www.confluent.io/blog/stream-processing-vs-batch-processing/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_stream-processing-vs-batch-processing-what-to-know_content.stream-processing">Stream Processing vs. Batch Processing: What to Know</a> by Jean-Sébastien Brunner</li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/blog/">Getting into Low-Latency Gears with Apache Flink &#8211; Part One</a> by Jun Qin &amp; Nico Kruber</li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://technology.amis.nl/tech/apache-nifi-importing-and-exporting-parameters/?utm_source=dlvr.it&amp;utm_medium=twitter">Apache NiFi: Importing and exporting parameters</a> by Maarten Smeets</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/redis-pipeline-how-to-publish-and-subscribe-data/">Redis Pipeline: How to Publish and Subscribe Data from Redis to Your Destination</a> by Wilson Shamim</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li> <a href="https://www.youtube.com/watch?v=SYQcb-eKCTI">Apache Kafka 3.2 &#8211; New Features &amp; Improvements</a> by Danica Fine</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/elastically-scaling-apache-kafka-clusters-on-confluent-cloud/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-elastically-scaling-apache-kafka-on-confluent-cloud_content.confluent-cloud">Scaling Apache Kafka Clusters on Confluent Cloud ft. Ajit Yagaty and Aashish Kohli</a> by Confluent Streaming Audio (#214)</li><li><a href="https://open.spotify.com/episode/27iXfAbDYafN6egreCBfP0?si=407abe6b2a9f4791&amp;nd=1">Data Journey with Victoria Bukta (Shopify) &#8211; Apache Iceberg and Data Ingestion</a></li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/news/2022/05/11/release-table-store-0.1.0.html">Apache Flink Table Store 0.1.0</a></li><li><a href="https://dist.apache.org/repos/dist/release/kafka/3.2.0/RELEASE_NOTES.html">Apache Kafka 3.2.0</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 9.5.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/05/09/last-week-in-stream-data-integration-stream-analytics-9-5-2022/</link>
					<comments>https://guidoschmutz.wordpress.com/2022/05/09/last-week-in-stream-data-integration-stream-analytics-9-5-2022/#respond</comments>
		
		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Mon, 09 May 2022 15:52:06 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13519</guid>

					<description><![CDATA[This is the 244th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General On Data Lakes and Stream Ingestion by Vojtech Tuma Unbundling the [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>244th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img loading="lazy" data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://vojtechtuma.medium.com/on-data-lakes-and-stream-ingestion-47e525acbdb">On Data Lakes and Stream Ingestion</a> by Vojtech Tuma</li><li><a href="https://medium.com/event-driven-utopia/unbundling-the-modern-streaming-stack-451f75eaf1d">Unbundling the Modern Streaming Stack</a> by Dunith Dhanushka</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/@ankitsheoran127201/zero-copy-one-of-reason-behind-why-kafka-so-fast-7154c9d74b0a">Zero Copy. One Of Reason Behind Why Kafka So Fast</a> by ANKIT</li><li><a href="https://www.confluent.io/blog/cloud-data-migrations-database-modernization-with-confluent/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=database-modernization-launch">Accelerate Cloud Database Modernizations and Migrations with Confluent</a> by Peter Kennedy</li><li><a href="https://developers.redhat.com/articles/2022/04/28/process-formula-1-telemetry-quarkus-and-openshift-streams-apache-kafka#">Process Formula 1 telemetry with Quarkus and OpenShift Streams for Apache Kafka</a> by Paolo Patierno</li><li><a href="https://www.confluent.io/blog/cloud-data-migrations-database-modernization-with-confluent/">Accelerate Cloud Database Modernizations and Migrations with Confluent</a> by Peter Kennedy</li><li><a href="https://learnk8s.io/kafka-ha-kubernetes">Designing and testing a highly available Kafka cluster on Kubernetes</a> by Douglas Hellinger</li><li><a href="https://www.confluent.io/blog/announcing-ksqldb-0-25-1/">Announcing ksqlDB 0.25.1</a> by Tolga Dur</li><li><a href="https://developers.redhat.com/articles/2022/05/03/fine-tune-kafka-performance-kafka-optimization-theorem">Fine-tune Kafka performance with the Kafka optimization theorem</a> by Bilgin Ibryam</li><li><a href="https://www.confluent.io/blog/smart-buildings-with-real-time-iot-analytics-using-confluent-at-aedifion/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_from-the-cellar-to-the-cloud-how-aedifion-is-driving-next-generation-building-automation-with-confluent_content.use-cases">From the Cellar to the Cloud – How Aedifion is Driving Next-Generation Building Automation with Confluent</a> by Dr. Jan Henrik Ziegeldorf</li><li><a href="https://kai-waehner.medium.com/transactions-vs-analytics-in-apache-kafka-2629cf7b364d">Transactions vs. Analytics in Apache Kafka</a> by Kai Waehner</li><li><a href="https://levelup.gitconnected.com/how-to-deploy-apache-kafka-with-kubernetes-9bd5caf7694f">How To Deploy Apache Kafka With Kubernetes</a> by Alvin Lee</li><li><a href="https://developers.redhat.com/articles/2022/05/09/kafka-monthly-digest-april-2022#releases">Kafka Monthly Digest: April 2022</a> by Mickael Maison</li><li><a href="https://www.confluent.io/blog/remove-kafka-brokers-from-any-cluster-the-easy-way/">How to Remove Apache Kafka Brokers the Easy Way</a> by Stanislav Kozlovski</li><li><a href="https://www.instaclustr.com/blog/spinning-your-drones-with-cadence-and-apache-kafka-architecture-order-and-delivery-workflows/">Spinning Your Drones With Cadence and Apache Kafka® – Architecture, Order and Delivery Workflows</a> by Paul Brebner</li><li><a href="https://www.infoworld.com/article/3660073/why-apache-kafka-is-dropping-zookeeper-for-kraft.html#tk.rss_all">Why Apache Kafka is dropping ZooKeeper for KRaft</a> by Paul Krill</li><li><a href="https://needablackcoffee.medium.com/my-top-5-tools-to-manage-develop-with-apache-kafka-2e6790a88ef2">My top 5 tools to manage/develop with Apache Kafka</a> by Rafael Zimmermann</li><li><a href="https://needablackcoffee.medium.com/learn-apache-kafka-with-these-python-examples-454b5275109e">Learn Apache Kafka with Python and docker</a> by Rafael Zimmermann</li><li><a href="https://medium.com/@robgolder/kafka-consumer-group-rebalance-1-of-2-7a3e00aa3bb4">Kafka Consumer Group Rebalance (1 of 2)</a> by Rob Golder</li><li><a href="https://medium.com/lydtech-consulting/kafka-consumer-group-rebalance-2-of-2-5d1d60c71e6e">Kafka Consumer Group Rebalance (2 of 2)</a> by Rob Golder</li></ul>



<p><strong>Spark</strong></p>



<ul class="wp-block-list"><li><a href="https://databricks.com/blog/2022/05/02/speed-up-streaming-queries-with-asynchronous-state-checkpointing.html">Speed Up Streaming Queries With Asynchronous State Checkpointing</a> by Craig Ng</li><li><a href="https://databricks.com/blog/2022/05/05/streaming-windows-event-logs-into-the-cybersecurity-lakehouse.html">Streaming Windows Event Logs into the Cybersecurity Lakehouse</a> by Derek King </li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/news/2022/05/05/1.15-announcement.html">Announcing the Release of Apache Flink 1.15</a> by Joe Moser &amp; Yun Gao</li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://technology.amis.nl/tech/apache-nifi-having-fun-with-jolt-transformations/?utm_source=dlvr.it&amp;utm_medium=twitter">Apache NiFi: Having fun with Jolt transformations</a> by Maarten Smeets</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/etl-in-data-integration/">The Role of ETL in Data Integration</a> by Sean Anderson</li></ul>



<h2 class="wp-block-heading">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://speakerdeck.com/gunnarmorling/keep-your-cache-always-fresh-with-debezium">Keep Your Cache Always Fresh With Debezium</a> by Gunnar Morling</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li> <a href="https://www.youtube.com/watch?v=P-9svLRyaSw">Build a Data Streaming App for Sound &amp; Vision | Coding in Motion | Coding Workshop</a> by Kris Jenkins</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/optimizing-apache-kafkas-internals-with-its-co-creator-jun-rao?utm_source=facebook&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-optimizing-apache-kafka-internals-with-its-co-creator-jun-rao_content.apache-kafka">Optimizing Apache Kafka&#8217;s Internals with Its Co-Creator Jun Rao</a> by Confluent Streaming Audio (#211)</li><li><a href="https://developer.confluent.io/podcast/build-a-data-streaming-app-with-apache-kafka-and-js-coding-in-motion">Build a Data Streaming App with Apache Kafka and JS &#8211; Coding in Motion</a> by Confluent Streaming Audio (#212)</li><li><a href="https://developer.confluent.io/podcast/streaming-analytics-on-50m-events-per-day-with-confluent-cloud-at-picnic?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-streaming-analytics-on-50m-events-per-day-with-confluent-cloud-at-picnic_content.solutions">Streaming Analytics on 50M Events Per Day with Confluent Cloud at Picnic</a>  by Confluent Streaming Audio  (#213)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://cwiki.apache.org/confluence/display/NIFI/Release+Notes#ReleaseNotes-Version1.16.1">Apache NiFi 1.16.1</a></li><li><a href="https://github.com/confluentinc/ksql/blob/master/CHANGELOG.md">ksqlDB 0.25.1</a></li><li><a href="https://nightlies.apache.org/flink/flink-docs-release-1.15/release-notes/flink-1.15/">Flink 1.15</a></li><li><a href="https://debezium.io/blog/2022/04/28/debezium-2.0-alpha1-released/">Debezium 2.0.0.Alpha1 Released</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">13519</post-id>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 27.04.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/04/27/last-week-in-stream-data-integration-stream-analytics-27-04-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Wed, 27 Apr 2022 19:20:27 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13509</guid>

					<description><![CDATA[This is the 243rd edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General The Architect&#8217;s Guide to Real-Time Retail by Sumeet Puri Kafka Kafka [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>243rd</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img loading="lazy" data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://solace.com/resources/white-papers/the-architects-guide-to-real-time-retail">The Architect&#8217;s Guide to Real-Time Retail</a> by Sumeet Puri</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://softwaremill.com/kafka-visualisation/">Kafka Visualization</a> by SoftwareMill</li><li><a href="https://www.confluent.io/blog/apache-kafka-monitoring-and-metrics-with-confluent-health/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_real-time-kafka-monitoring-with-health-plus_content.confluent-platform">Real-Time Apache Kafka Monitoring and Metrics with Health+</a> by Jesse Miller</li><li><a href="https://www.confluent.io/blog/data-pipelines-are-even-easier-with-confluent-cli-v2/?utm_source=facebook&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_building-a-bridge-to-the-cloud-witth-confluent-cli-v2_content.confluent-cloud">Building a Bridge to the Cloud with Confluent CLI v2</a> by Brian Strauch</li><li><a href="https://medium.com/@kestra-io/debezium-change-data-capture-without-kafka-connect-18f43cf095d2">Debezium Change Data Capture without Kafka Connect</a> by Kestra</li><li><a href="https://medium.com/@mickey.lubs/real-time-event-driven-system-for-law-enforcement-with-kafka-streams-elasticsearch-and-slack-d947466b3bde">Real-time event driven system for law enforcement with Kafka streams — Elasticsearch and Slack</a> by BigM</li><li><a href="https://www.confluent.io/blog/kafka-summit-london-2022-recap/">Kafka Summit London 2022: The Full Recap</a> by Robin Moffatt</li><li><a href="https://redstack.wordpress.com/2022/04/26/playing-with-okafka-creating-the-simplest-of-producers-and-consumers/">Playing with OKafka – creating the simplest of producers and consumers</a> by Mark Nelson</li><li><a href="https://www.confluent.io/blog/introducing-current-next-generation-of-kafka-summit/">Introducing Current 2022: The Next Generation of Kafka Summit</a> by Ben Stopford</li></ul>



<p><strong>Spark</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/creative-data/real-time-monitoring-of-apache-spark-streaming-jobs-with-power-bi-475ec873125c">Real-time Monitoring of Apache Spark Streaming Jobs with Power BI</a> by Patrick Pichler</li><li><a href="https://www.analyticsvidhya.com/blog/2022/04/spark-data-streaming-with-mongodb/">Spark Data Streaming with MongoDB</a> by Abhishek Jaiswal</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/convergence-data-application-integration/">The Convergence of Data and Application Integration Is Here</a> by Suraj Kumar, Arvind Prabhakar &amp; Raji Narayanan</li></ul>



<h2 class="wp-block-heading">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://speaking.gamov.io/lqDwqi/testing-kafka-containers-with-testcontainers-there-and-back-again">Testing Kafka Containers with Testcontainers: There and Back Again</a> by Viktor Gamov</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.youtube.com/watch?v=UmMIHD5McmQ">Using Event-Driven Design with Apache Kafka Streaming Applications ft. Bobby Calderwood</a> by Confluent Streaming Audio (#210)</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/using-event-driven-design-with-apache-kafka-streaming-applications-ft-bobby-calderwood?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-using-event-driven-design-with-apache-kafka-streaming-applications-ft-bobby-calderwood_content.microservices">Using Event-Driven Design with Apache Kafka Streaming Applications ft. Bobby Calderwood</a> by Confluent Streaming Audio (#210)</li><li><a href="https://countingsandshow.com/episodes/kafka-event-streaming">Kafka Event Streaming ft. Anna McDonald</a> by Counting Sand</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://debezium.io/blog/2022/04/21/debezium-1.9.1-final-released/">Debezium 1.9.1.Final Released</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
]]></content:encoded>
					
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 19.04.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/04/19/last-week-in-stream-data-integration-stream-analytics-19-04-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Tue, 19 Apr 2022 20:27:06 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13498</guid>

					<description><![CDATA[This is the 242nd edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts Kafka Harness Trusted, Quality Data Streams with Confluent Platform 7.1 by Hasan [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>242nd</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img loading="lazy" data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://www.confluent.io/blog/introducing-confluent-platform-7-1/">Harness Trusted, Quality Data Streams with Confluent Platform 7.1</a> by Hasan Jilani</li><li><a href="https://www.confluent.io/blog/kafka-summit-london-2022-event-highlights/">Kafka Summit London 2022: Welcoming the ​​Apache Kafka Community Back to In-Person Events!</a> by Robin Moffatt</li><li><a href="https://www.confluent.io/blog/apache-kafka-architecture-and-internals-by-jun-rao/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-apache-kafka-works-an-introduction-to-kafkas-internals_content.apache-kafka">How Apache Kafka Works: An Introduction to Kafka’s Internals</a> by Dave Klein</li><li><a href="https://netflixtechblog.com/how-netflix-content-engineering-makes-a-federated-graph-searchable-5c0c1c7d7eaf">How Netflix Content Engineering makes a federated graph searchable</a> by Alex Hutter &amp; Falguni Jhaveri &amp; Senthil Sayeebaba</li><li><a href="https://www.kai-waehner.de/blog/2022/04/18/machine-learning-data-science-with-kafka-in-healthcare-pharma/">Machine Learning and Data Science with Kafka in Healthcare</a> by Kai Waehner</li><li><a href="https://www.confluent.io/blog/real-time-cdc-pipelines-with-oracle-on-gke-using-confluent-connector/">Buillding a Real-Time Data Pipeline with Oracle CDC and MarkLogic Using CFK and Confluent Cloud</a> by Geetha Anne</li><li><a href="https://www.confluent.io/blog/confluent-cloud-q2-2022-launch/">RBAC at Scale, Oracle CDC Source Connector, and More – Q2’22 Confluent Cloud Launch</a> by Ben Echols &amp; Jacklyne Keomany</li><li><a href="https://engineering.linkedin.com/blog/2022/load-balanced-brooklin-mirror-maker--replicating-large-scale-kaf">Load-balanced Brooklin Mirror Maker: Replicating large-scale Kafka clusters</a> at LinkedIn by Vaibhav Maheshwari</li><li><a href="https://eng.uber.com/presto-on-apache-kafka-at-uber-scale/">Presto® on Apache Kafka® At Uber Scale</a> by Yang Yang &amp; Yupeng Fu &amp; Hitarth Trivedi</li></ul>



<p><strong>Spark</strong></p>



<ul class="wp-block-list"><li><a href="https://databricks.com/blog/2022/04/12/delivering-real-time-data-to-retailers-with-delta-live-tables.html">Delivering Real-Time Data to Retailers with Delta Live Tables</a> by Saurabh Shukla &amp; Bryan Smith &amp; Rob Saker &amp; Sam Steiny </li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://technology.amis.nl/big-data-database/apache-nifi-automating-tasks-using-nipyapi/">Apache NiFi: Automating tasks using NiPyAPI</a> by Maarten Smeets</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/next-chapter/">The Next Chapter for StreamSets</a> by Girish Pancha</li><li><a href="https://streamsets.com/blog/stronger-together/">Software AG and StreamSets: Stronger Together for Our Customers</a> by Scott Little &amp; Rowan Scranage</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.youtube.com/watch?v=8CD2MhpLLMA&amp;list=PLa7VYi0yPIH1B0i7mhzVi78TIkKSd-0vE&amp;index=3">Handling 2 Million Apache Kafka Messages Per Second at Honeycomb</a> by Confluent Streaming Audio (#204)</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a rel="noreferrer noopener" href="https://developer.confluent.io/podcast/confluent-platform-7-1/" target="_blank">Confluent Platform 7.1: New Features + Updates</a> by Confluent Streaming Audio (#208)</li><li><a href="https://developer.confluent.io/podcast/monitoring-extreme-scale-apache-kafka-using-ebpf-at-new-relic?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-monitoring-extreme-scale-apache-kafka-using-ebpf-at-new-relic_content.big-ideas">Monitoring Extreme-Scale Apache Kafka Using eBPF at New Relic</a> by Confluent Streaming Audio (#209)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://docs.confluent.io/platform/current/release-notes/index.html">Confluent Platform 7.1.0</a></li><li><a href="https://pulsar.apache.org/en/release-notes/">Apache Pulsar 2.10.0</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
]]></content:encoded>
					
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 11.04.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/04/11/last-week-in-stream-data-integration-stream-analytics-11-04-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Mon, 11 Apr 2022 18:52:55 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13479</guid>

					<description><![CDATA[This is the 241st edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General Real-time data ingestion in Grab by Shuguang Xiang &#38; Irfan Hanif [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>241st</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img loading="lazy" data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://engineering.grab.com/real-time-data-ingestion">Real-time data ingestion in Grab</a> by Shuguang Xiang &amp; Irfan Hanif &amp; Feng Cheng</li><li><a href="https://www.thatdot.com/blog/the-evolution-to-streaming-graph-from-graph-databases">The Evolution To Streaming Graph from Graph Databases</a> by Rob Malnati</li><li><a href="https://www.thatdot.com/blog/key-concepts-to-help-you-get-started-with-streaming-graph">Key Concepts to Help You Get Started With Streaming Graph</a> by Allan Konar</li><li><a href="https://www.datanami.com/2022/03/28/can-streaming-graphs-clean-up-the-data-pipeline-mess/">Can Streaming Graphs Clean Up the Data Pipeline Mess?</a> by Alex Woodie</li></ul>



<p><strong>Comparision</strong></p>



<ul class="wp-block-list"><li><a href="https://ericfossas.medium.com/why-you-want-rabbitmq-not-kafka-c8ca69f0f078">Why you want RabbitMQ not Kafka</a> by Eric Fossas</li><li><a href="https://streamsets.com/blog/kafka-vs-kinesis/">Kafka vs. Kinesis: A Deep Dive Comparison</a> by Raji Narayanan</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://www.confluent.io/blog/why-replace-zookeeper-with-kafka-raft-the-log-of-all-logs/">Why ZooKeeper Was Replaced with KRaft – The Log of All Logs</a> by Guozhang Wang</li><li><a href="https://www.confluent.io/blog/siem-optimization-for-better-cyber-security/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-confluent-can-help-optimize-and-modernize-your-siem-for-better-cybersecurity_content.solutions">How Confluent Can Help Optimize and Modernize Your SIEM for Better Cybersecurity</a> by Jeff Bean &amp; Will LaForest</li><li><a href="https://www.confluent.io/blog/run-apache-kafka-on-aws-eks-fargate-with-confluent-connectors/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_deploying-self-managed-connectors-on-eks-fargate_content.connecting-to-apache-kafka">Deploying Self-Managed Connectors on EKS Fargate</a> by Braeden Quirante &amp; Joseph Morais</li><li><a href="https://dev.to/bleporini/why-you-should-not-query-a-database-in-your-stream-processors-4829">Why you should not query a database in your stream processors</a> by Brice LEPORINI</li><li><a href="https://www.confluent.io/blog/introducing-stream-processing-use-case-recipes-for-every-industry/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=stream-processing-recipes">Introducing Stream Processing Use Case Recipes Powered by ksqlDB</a> by Michael Drogalis &amp; Sophia Jiang</li><li><a href="https://medium.com/event-driven-utopia/build-a-real-time-data-analytics-pipeline-with-airbyte-kafka-and-pinot-c9ff3c42dcf2">Build a real-time data analytics pipeline with Airbyte, Kafka, and Pinot</a> by Dunith Dhanushka</li><li><a href="https://medium.com/wix-engineering/migrating-to-a-multi-cluster-managed-kafka-with-0-downtime-b936655f888e">Migrating to a Multi-Cluster Managed Kafka with 0 Downtime</a> by Natan Silnitsky</li><li><a href="https://www.kai-waehner.de/blog/2022/03/28/apache-kafka-data-streaming-healthcare-industry/">Apache Kafka in the Healthcare Industry</a> by Kai Waehner</li><li><a href="https://www.conduktor.io/testing-your-apache-kafka-data-with-confidence?utm_content=202784275&amp;utm_medium=social&amp;utm_source=twitter&amp;hss_channel=tw-1113478723486060546">Testing your Apache Kafka Data with Confidence</a> by James</li><li><a href="https://www.kai-waehner.de/blog/2022/03/30/legacy-modernization-and-hybrid-multi-cloud-with-kafka-in-healthcare/">Legacy Modernization and Hybrid Multi-Cloud with Kafka in Healthcare</a> by Kai Waehner</li><li><a href="https://debezium.io/blog/2022/04/07/read-only-incremental-snapshots/">Read-only Incremental Snapshots for MySQL</a> by Kate Galieva</li><li><a href="https://www.altoros.com/blog/multi-cluster-deployment-options-for-apache-kafka-pros-and-cons/">Multi-Cluster Deployment Options for Apache Kafka: Pros and Cons</a> by  Nikita Gorbachevski</li><li><a href="https://www.confluent.io/blog/real-time-betting-platform-with-confluent-cloud-and-ably/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_building-a-dependable-real-time-betting-app-with-confluent-cloud-and-ably_content.use-cases">Building a Dependable Real-Time Betting App with Confluent Cloud and Ably</a> by Ben Gamble</li><li><a href="https://kai-waehner.medium.com/comparison-apache-camel-vs-apache-kafka-a98c8a76e197">Comparison: Apache Camel vs. Apache Kafka?</a> by Kai Waehner</li><li><a href="https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be">Why we dropped event sourcing with Kafka Streams when given a second chance</a> by Mateusz Jadczyk</li><li><a href="https://ftisiot.net/posts/jq-kcat-consumer/">Beautify <code>kcat</code> consumer output by piping to <code>jq</code></a> by Francesco Tisiot</li><li><a href="https://developers.redhat.com/articles/2022/04/07/kafka-monthly-digest-march-2022">Kafka Monthly Digest: March 2022</a> by Mickael Maison</li><li><a href="https://www.confluent.io/blog/real-time-data-integration-analytics-confluent-azure-synapse-connector/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_migrating-data-to-azure-synapse-with-confluents-fully-managed-connector-to-unlock-real-time-advanced-analytics_content.connecting-to-apache-kafka">Migrating Data to Azure Synapse with Confluent’s Fully Managed Connector to Unlock Real-Time Advanced Analytics</a> by Jacob Bogie &amp; Dustin Vannoy</li><li><a href="https://eng.uber.com/securing-kafka-infrastructure-at-uber/">Securing Kafka® Infrastructure at Uber</a> by Prateek Agarwal, Ryan Turner &amp; KK Sriramadhesikan</li><li><a href="https://medium.com/next-level-german-engineering/the-state-of-data-streaming-4f7f958d69d0">The State of Data Streaming</a> by Alexander Heckmann</li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/news/2022/04/03/release-kubernetes-operator-0.1.0.html">Apache Flink Kubernetes Operator 0.1.0 Release Announcement</a> by Gyula Fora</li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://technology.amis.nl/tech/apache-nifi-avoid-these-common-pitfalls/">Apache NiFi: Avoid these common pitfalls</a> by Maarten Smeets</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/what-is-streaming-analytics/">What is Streaming Analytics? Use Cases, Examples, and Architecture</a> by Sean Anderson</li><li><a href="https://streamsets.com/blog/python-pipeline-build-install-package/">Python Pipeline: Here’s How to Build Your Python Package and install it in StreamSets</a> by Wilson Shamim</li><li><a href="https://streamsets.com/blog/streaming-kafka-to-snowflake/">Streaming Kafka to Snowflake: A Strategic &amp; Technical Walkthrough</a> by Thomas Bennett</li><li><a href="https://streamsets.com/blog/change-data-capture-uses/">When, Why, and How to Use Change Data Capture (CDC)</a> by Raji Narayanan</li><li><a href="https://streamsets.com/blog/data-ingestion-framework/">How Your Data Ingestion Framework Turns Strategy into Action</a> by Sean Anderson</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://www.slideshare.net/sap1ens?utm_campaign=profiletracking&amp;utm_medium=sssite&amp;utm_source=ssslideview">Apache Flink Adoption at Shopify</a> by Yaroslav Tkachenko</li><li><a href="https://www.slideshare.net/KaiWaehner/resilient-realtime-data-streaming-across-the-edge-and-hybrid-cloud-with-apache-kafka">Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apache Kafka</a> by Kai Waehner</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://stack-stream.com/v/623aec092382e84e4eda82b7">Building a real-time streaming WebSockets server with TypeScript and Apache Kafka</a> by Kris Jenkins</li><li><a href="http://Building Real-Time Data Governance at Scale with Apache Kafka ft. Tushar Thole by Confluent Streaming Audio (#205)">Building Real-Time Data Governance at Scale with Apache Kafka ft. Tushar Thole</a> by Confluent Streaming Audio (#205)</li><li><a href="https://developer.confluent.io/podcast/bridging-frontend-and-backend-with-graphql-and-apache-kafka-ft-gerard-klijs?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-bridging-frontend-and-backend-with-graphql-and-apache-kafka-ft-gerard-klijs_content.use-cases">Bridging Frontend and Backend with GraphQL and Apache Kafka ft. Gerard Klijs</a> by Confluent Streaming Audio (#206) by Confluent Streaming Audio (#206)</li><li><a href="https://www.thatdot.com/blog/streaming-graphs-w-ryan-wright-on-tgif-lets-talk-data">Let&#8217;s Talk Streaming Graph!</a> by thatDot team</li><li><a href="https://developer.confluent.io/podcast/scaling-an-apache-kafka-based-architecture-at-therapie-clinic?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-scaling-an-apache-kafka-based-architecture-at-therapie-clinic_content.use-cases">Scaling an Apache Kafka Based Architecture at Therapie Clinic</a> by Confluent Streaming Audio (#207)</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/building-real-time-data-governance-at-scale-with-apache-kafka-ft-tushar-thole?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-building-real-time-data-governance-at-scale-with-apache-kafka-ft-tushar-thole_content.confluent-cloud">Building Real-Time Data Governance at Scale with Apache Kafka ft. Tushar Thole</a> by Confluent Streaming Audio (#205)</li><li><a href="https://spring.io/blog/2022/03/24/a-bootiful-podcast-event-streaming-guru-jan-svoboda-on-apache-kafka-design-patterns">A Bootiful Podcast: Event streaming guru Jan Svoboda on Apache Kafka Design Patterns</a> by A Bootiful Podcast</li><li><a href="https://developer.confluent.io/podcast/bridging-frontend-and-backend-with-graphql-and-apache-kafka-ft-gerard-klijs?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-bridging-frontend-and-backend-with-graphql-and-apache-kafka-ft-gerard-klijs_content.use-cases">Bridging Frontend and Backend with GraphQL and Apache Kafka ft. Gerard Klijs</a> by Confluent Streaming Audio (#206)</li><li><a href="https://www.torocloud.com/podcast/jms-vs-kafka-clement-escoffier-kai-waehner">JMS vs. Kafka: Technology Smackdown with Clement Escoffier and Kai Waehner</a> by Coding over Cocktails</li><li><a href="https://developer.confluent.io/podcast/scaling-an-apache-kafka-based-architecture-at-therapie-clinic?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-scaling-an-apache-kafka-based-architecture-at-therapie-clinic_content.use-cases">Scaling an Apache Kafka Based Architecture at Therapie Clinic</a> by Confluent Streaming Audio (#207)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://nifi.apache.org/download.html">Apache NiFi 1.16.0</a></li><li><a href="https://debezium.io/blog/2022/04/06/debezium-1.9-final-released/">Debezium 1.9.0.Final Released</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 11.03.2022</title>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Tue, 15 Mar 2022 20:54:49 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
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		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
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					<description><![CDATA[This is the 240th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General The different types of events in event-driven systems by Frank de [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>240th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<figure class="wp-block-image size-large is-resized"><a href="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png"><img loading="lazy" data-attachment-id="13470" data-permalink="https://guidoschmutz.wordpress.com/image/" data-orig-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png" data-orig-size="1200,628" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="image" data-image-description="" data-image-caption="" data-medium-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300" data-large-file="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=776" src="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=1024" alt="" class="wp-image-13470" width="192" height="100" srcset="https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=192 192w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=384 384w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=150 150w, https://guidoschmutz.wordpress.com/wp-content/uploads/2022/03/image.png?w=300 300w" sizes="(max-width: 192px) 100vw, 192px" /></a></figure>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://blog.frankdejonge.nl/the-different-types-of-events-in-event-driven-systems/">The different types of events in event-driven systems</a> by Frank de Jonge</li><li><a href="https://medium.com/meroxa/conduit-a-leap-forward-for-real-time-data-integration-67272fe50a84">Why Conduit? An evolutionary leap forward for real-time data integration</a> by Lyric Hartley</li><li><a href="https://medium.com/cloudera-inc/an-exciting-example-that-shows-the-depths-of-cdc-technology-74f1461b17d8">An exciting example that shows the depths of CDC technology</a> by Zsombor Chikán</li><li><a href="https://phillipjohnson.co.uk/ddd-events-are-complex">DDD &#8211; Events Are Complex</a> by Phillip Johnson</li><li><a href="https://blog.frankdejonge.nl/use-a-message-envelope/">Use a message envelope</a> by by Frank de Jonge</li><li><a href="https://event-driven.io/en/uniqueness-in-event-sourcing/">How to ensure uniqueness in Event Sourcing</a> by Oskar Dudycz</li><li><a href="https://medium.com/adevinta-tech-blog/designing-applications-at-scale-microservices-and-events-part-1-bac2034599b4">Designing applications at scale: Microservices and events — Part 1</a> by Jose Antonio Diaz Mata</li></ul>



<p><strong>Comparision</strong></p>



<ul class="wp-block-list"><li><a href="//datastax.medium.com/multi-tenancy-systems-apache-pulsar-vs-kafka-5442c9916da8&quot;">Multi-Tenancy Systems: Apache Pulsar vs. Kafka</a> by Yabin Meng </li><li><a href="https://itnext.io/pulsar-or-kafka-and-the-lessons-from-doing-our-own-testing-a0180dfc4582">Pulsar or Kafka? And the lessons from doing our own testing!</a> by Tyler Owen</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="//www.confluent.io/thank-you/white-paper/stateful-serverless-architectures-with-ksqldb-aws-lambda&quot;">Stateful Serverless Architectures with ksqlDB and AWS Lambda</a> by Bill Bejeck</li><li><a href="//www.instaclustr.com/blog/redis-streams-vs-apache-kafka/&quot;">Redis<img src="https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/2122.png" alt="™" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Streams vs Apache Kafka</a> by Paul Brebner</li><li><a href="//www.confluent.io/blog/bring-your-own-monitoring-with-confluent-cloud/&quot;">Bringing Your Own Monitoring (BYOM) with Confluent Cloud</a> by Niyi Odumosu</li><li><a href="https://www.confluent.io/blog/event-driven-microservices-at-storyblocks-with-confluent/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-storyblocks-enabled-a-new-class-of-event-driven-microservices-with-confluent_content.use-cases">How Storyblocks Enabled a New Class of Event-Driven Microservices with Confluent</a> by Chas DeVeas</li><li><a href="https://www.confluent.io/blog/real-time-systems-what-you-need-to-know/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_building-real-time-data-systems-the-hard-way_content.big-ideas">Building Real-Time Data Systems the Hard Way</a> by Kris Jenkins</li><li><a href="https://www.kai-waehner.de/blog/2022/02/25/real-time-supply-chain-with-apache-kafka-in-food-retail-industry/">Real-Time Supply Chain with Apache Kafka in the Food and Retail Industry</a> by Kai Waehner</li><li><a href="https://www.buesing.dev/post/kafka-resource-guide/">Neil’s Apache Kafka Resource Guide</a> by Neil Buesing</li><li><a href="https://medium.com/@deephavendatalabs/kafka-parquet-maximize-speed-minimize-storage-7e6337d6b0a1">Kafka + Parquet: Maximize speed, minimize storage</a> by Amanda Martin</li><li><a href="https://medium.com/expedia-group-tech/kafka-schema-registry-pem-authentication-bb434f32f99f">Kafka: Schema Registry PEM authentication</a> by Elliot West</li><li><a href="https://tomncooper.github.io/kipper/">KIPs Under Discussion</a> by Tom Cooper</li><li><a href="https://www.confluent.io/blog/how-to-make-apache-kafka-even-faster/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_how-to-make-apache-kafka-apps-go-faster-on-confluent-cloud_content.apache-kafka">How to Make Apache Kafka Clients Go Fast(er) on Confluent Cloud</a> by Yeva Byzek</li><li><a href="https://developers.redhat.com/articles/2022/03/10/kafka-monthly-digest-february-2022">Kafka Monthly Digest: February 2022</a> by Mickael Maison</li><li><a href="https://medium.com/@khandelwal.praful/querying-kafka-topics-using-presto-5f1bb915a918">Querying Kafka topics using Presto</a> by Khandelwal Praful</li><li><a href="https://medium.com/@bayiralican90/kafka-dynamic-configuration-multiple-error-handler-871c96d02235">Kafka Dynamic Configuration &amp; Multiple Error Handler</a> by Bayiralican</li><li><a href="https://itnext.io/solving-concurrency-in-event-driven-microservices-79bbc13b597c">Solving Concurrency in Event-Driven Microservices</a> by Hugo Rocha</li><li><a href="https://www.confluent.io/blog/announcing-ksqldb-0-24-0/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_announce-ksqldb-0-24-0_content.stream-processing">Announcing ksqlDB 0.24.0</a> by Tom Nguyen</li><li><a href="https://www.confluent.io/blog/benefits-of-data-mesh-and-how-to-get-started/">An Introduction to Data Mesh</a> by Rick Spurgeon</li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/2022/02/22/scala-free.html">Scala Free in One Fifteen</a> by Seth Wiesman</li><li><a href="https://ftisiot.medium.com/keep-the-sql-move-from-batch-to-streaming-with-apache-kafka-and-apache-flink-2426122f2798">Keep the SQL: Move from batch to streaming with Apache Kafka® and Apache Flink®</a> by Francesco Tisiot</li></ul>



<p><strong>Druid</strong></p>



<ul class="wp-block-list"><li><a href="https://blocksandfiles.com/2022/02/21/druidic-event-based-database-practices-for-sub-second-trillion-row-response/">Streaming fast: Druid’s event-based database practices for sub-second trillion row response</a> by Chris Mellor</li></ul>



<p><strong>Apache NiFi</strong></p>



<ul class="wp-block-list"><li><a href="https://benyaakobi.medium.com/processing-batch-messages-with-apache-nifi-6836a711df4f">Processing Batch Messages with Apache NiFi</a> by Ben Yaakobi</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://blocksandfiles.com/2022/02/21/druidic-event-based-database-practices-for-sub-second-trillion-row-response/">Software AG acquires StreamSets to further accelerate&nbsp;rapid growth in hybrid integration</a> by Software AG</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="//www.youtube.com/watch?v=Ym4z--J0qeI&quot;">Building a Telegram bot with Apache Kafka and ksqlDB</a> by Robin Moffatt</li><li><a href="https://www.youtube.com/watch?v=3ApkMbvop5s">Serverless Stream Processing with Apache Kafka ft. Bill Bejeck</a> by Confluent Streaming Audio (#202)</li><li><a href="https://www.youtube.com/watch?v=6SgPFWbk4Cc">Why Data Mesh? ft. Ben Stopford</a> by Confluent Streaming Audio (#203)</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="//developer.confluent.io/podcast/intro-to-event-sourcing-with-apache-kafka-ft-anna-mcdonald?utm_source=twitter&amp;utm_medium=organicsocial+&amp;utm_campaign=tm.devx_ch.sa-intro-to-event-sourcing-with-apache-kafka-ft-anna-mcdonald_content.microservices&quot;">Intro to Event Sourcing with Apache Kafka ft. Anna McDonald</a> by Confluent Streaming Audio (#198)</li><li><a href="https://developer.confluent.io/podcast/the-evolution-of-apache-kafka-ft-jay-kreps?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa-the-evolution-of-apache-kafka-from-in-house-infrastructure-to-managed-cloud-service-ft-jay-kreps_content.apache-kafka">The Evolution of Apache Kafka: From In-House Infrastructure to Managed Cloud Service ft. Jay Kreps</a> by Confluent Streaming Audio (#201)</li><li><a href="https://anchor.fm/happypathprogramming/episodes/55-Apache-Kafka---Like-Functional-Programming-but-for-Data-With-Anna-McDonald-e1f6vkv/a-a66th96">#55 Apache Kafka &#8211; Like Functional Programming but for Data (With Anna McDonald)</a> by Happy Path Programming</li><li><a href="https://developer.confluent.io/podcast/serverless-stream-processing-with-apache-kafka-ft-bill-bejeck">Serverless Stream Processing with Apache Kafka ft. Bill Bejeck</a> by Confluent Streaming Audio (#202)</li><li><a href="https://developer.confluent.io/podcast/why-data-mesh-ft-ben-stopford">Why Data Mesh? ft. Ben Stopford</a> by Confluent Streaming Audio (#203)</li><li><a href="https://developer.confluent.io/podcast/handling-2-million-apache-kafka-messages-per-second-at-honeycomb?utm_source=twitter&amp;utm_medium=organicsocial+&amp;utm_campaign=tm.devx_ch.sa-handling-2-million-apache-kafka-messages-per-second-ft-liz-fong-jones_content.pipelines">Handling 2 Million Apache Kafka Messages Per Second at Honeycomb</a> by Confluent Streaming Audio (#204)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://debezium.io/blog/2022/03/03/debezium-1-9-beta1-released/">Debezium 1.9.0.Beta1</a></li><li><a href="https://github.com/confluentinc/ksql/blob/master/CHANGELOG.md#0240-2022-02-11">ksqlDB 0.24.0</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 16.02.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/02/16/last-week-in-stream-data-integration-stream-analytics-16-02-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Wed, 16 Feb 2022 07:48:30 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13446</guid>

					<description><![CDATA[This is the 239th edition of my blog series blog series around Stream Data Integration and Stream Analytics! As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News and Blog Posts General The Four Innovation Phases of Netflix’s Trillions Scale Real-time Data Infrastructure [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>239th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! </p>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://zhenzhongxu.com/the-four-innovation-phases-of-netflixs-trillions-scale-real-time-data-infrastructure-2370938d7f01">The Four Innovation Phases of Netflix’s Trillions Scale Real-time Data Infrastructure</a> by Zhenzhong Xu</li><li><a href="https://medium.com/validio/streaming-data-vs-real-time-data-whats-the-difference-c5fcbe831079">Streaming data vs. real-time data — what’s the difference?</a> by Richard Wang</li></ul>



<p><strong>Comparision</strong></p>



<ul class="wp-block-list"><li><a href="https://www.conduktor.io/apache-kafka-vs-amazon-kinesis-comparing-across-five-dimensions?utm_content=197299637&amp;utm_medium=social&amp;utm_source=twitter&amp;hss_channel=tw-1113478723486060546">Kafka vs Kinesis: Comparing Across Five Dimensions</a> by Stéphane Mareek</li><li><a href="https://www.instaclustr.com/blog/redis-pub-sub-part-2/">Redis<img src="https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/2122.png" alt="™" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Pub/Sub vs Apache Kafka®: Redis Pub/Sub Extras, Use Cases and Comparison With Apache Kafka</a> by Paul Brebner</li><li><a href="https://www.instaclustr.com/blog/redis-pub-sub-part-1/">Redis<img src="https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/2122.png" alt="™" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Pub/Sub vs Apache Kafka®: An Introduction and Connected vs Disconnected Delivery</a> by Paul Brebner</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/event-driven-utopia/building-reference-architectures-for-user-facing-analytics-dc11c7c89df3">Building Reference Architectures for User-Facing Analytics</a> by Dunith Dhanushka</li><li><a href="https://www.confluent.io/blog/streaming-etl-sfdc-data-for-real-time-customer-analytics/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_iot-streaming-etl-sfdc-data-for-real-time-customer-analytics_content.pipelines">Streaming ETL SFDC Data for Real-Time Customer Analytics</a> by Shay Lin &amp; Sharath Vandanapu &amp; Keshav Mathur</li><li><a href="https://www.confluent.io/blog/defrag-your-data-architecture/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_defrag-your-data-architecture_content.solutions">Defrag Your Data Architecture</a> by Jeff Ferguson</li><li><a href="https://maciejszymczyk.medium.com/ksqldb-real-time-sql-magic-in-the-cybersecurity-scenario-part-1-3232fa711442">ksqlDB —real-time SQL magic in the cybersecurity scenario— part 1</a> by Maciej Szymczyk</li><li><a href="https://dzone.com/articles/howto_building-an-enterprise-cdc-solution">Building an Enterprise CDC Solution</a> by Dario Cazas Pernas</li><li><a href="https://medium.com/inavitas/kafka-topic-naming-be16a51ef2c0">Kafka Topic Naming</a> by Erman Terciyanlı</li><li><a href="https://medium.com/lydtech-consulting/kafka-idempotent-consumer-with-dynamodb-99f765a99be5">Kafka Idempotent Consumer With DynamoDB</a> by Rob Golder</li><li><a href="https://developers.redhat.com/articles/2022/02/10/kafka-monthly-digest-january-2022">Kafka Monthly Digest: January 2022</a> by Mickael Maison</li><li><a href="https://www.kai-waehner.de/blog/2022/02/04/apache-kafka-as-data-hub-for-crypto-defi-nft-metaverse-beyond-the-buzz/">Apache Kafka as Data Hub for Crypto, DeFi, NFT, Metaverse – Beyond the Buzz</a> by Kai Waehner</li><li><a href="https://www.kai-waehner.de/blog/2022/02/11/opc-ua-mqtt-apache-kafka-the-trinity-of-data-streaming-in-industrial-iot/">OPC UA, MQTT, and Apache Kafka – The Trinity of Data Streaming in IoT</a> by Kai Waehner</li><li><a href="https://itnext.io/event-driven-architectures-with-kotlin-on-serverless-kafka-a29aa7ba1a79">Event-Driven Architectures with Kotlin on Serverless Kafka</a> by Tobias Wissmueller</li><li><a href="https://www.instaclustr.com/blog/spinning-apache-kafka-microservices-with-cadence-workflows/">Spinning Apache Kafka® Microservices With Cadence Workflows</a> by Paul Brebner</li><li><a href="https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components/">Building Self-driving Kafka clusters using open source components</a> by Suman Karumuri &amp; George Luong</li><li><a href="https://medium.com/sfu-cspmp/sailing-through-kafka-streams-ec045d78c667">Sailing through Kafka Streams</a> by Data Affair</li></ul>



<p><strong>Spark</strong></p>



<ul class="wp-block-list"><li><a href="https://medium.com/appsflyer/we-just-cut-85-of-our-data-streaming-pipelines-cost-part-2-96f045134df1">We Just Cut 85% of Our Data Streaming Pipelines Cost! (Part 2)</a> by Yigal Pinhasi</li><li><a href="https://medium.com/appsflyer/we-just-cut-85-of-our-data-streaming-pipelines-cost-part-1-969331a8f0fc">We Just Cut 85% of Our Data Streaming Pipelines Cost! (Part 1)</a> by Yigal Pinhasi</li><li><a href="https://databricks.com/blog/2022/02/07/structured-streaming-a-year-in-review.html">Structured Streaming: A Year in Review</a> by Steven Yu and Ray Zhu</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.youtube.com/watch?v=Ym4z--J0qeI">Building a Telegram bot with Apache Kaf</a>ka and ksqlDB by Robin Moffatt</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/intro-to-event-sourcing-with-apache-kafka-ft-anna-mcdonald?utm_source=twitter&amp;utm_medium=organicsocial+&amp;utm_campaign=tm.devx_ch.sa-intro-to-event-sourcing-with-apache-kafka-ft-anna-mcdonald_content.microservices">Intro to Event Sourcing with Apache Kafka ft. Anna McDonald</a> by Confluent Streaming Audio (#198)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://debezium.io/blog/2022/02/09/debezium-1-9-alpha2-released/">Debezium 1.9.0.Alpha2 Released</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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		<title>Last Week in Stream Data Integration &#038; Stream Analytics – 31.01.2022</title>
		<link>https://guidoschmutz.wordpress.com/2022/01/31/last-week-in-stream-data-integration-stream-analytics-31-01-2022/</link>
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		<dc:creator><![CDATA[gschmutz]]></dc:creator>
		<pubDate>Mon, 31 Jan 2022 21:48:47 +0000</pubDate>
				<category><![CDATA[EDA]]></category>
		<category><![CDATA[fast data]]></category>
		<category><![CDATA[Stream Processing]]></category>
		<category><![CDATA[Trivadis]]></category>
		<category><![CDATA[kafka]]></category>
		<category><![CDATA[kafka-streams]]></category>
		<category><![CDATA[nifi]]></category>
		<category><![CDATA[spark]]></category>
		<category><![CDATA[spark-streaming]]></category>
		<guid isPermaLink="false">http://guidoschmutz.wordpress.com/?p=13424</guid>

					<description><![CDATA[This is the 238th edition of my blog series blog series around Stream Data Integration and Stream Analytics! This time (once again) the title Last Month in &#8230;.. would be more accurate 😉 As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe! News [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p>This is the <strong>238th</strong> edition of my blog series blog series around Stream Data Integration and Stream Analytics! This time (once again) the title <strong>Last Month in</strong> <strong>&#8230;..</strong> would be more accurate <img src="https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/1f609.png" alt="😉" class="wp-smiley" style="height: 1em; max-height: 1em;" /></p>



<p>As usual, find below the new blog articles, presentations, videos and software releases from last week. Happy reading and stay safe!</p>



<h2 class="wp-block-heading" id="news-and-blog-posts">News and Blog Posts</h2>



<p><strong>General</strong></p>



<ul class="wp-block-list"><li><a href="https://mattiasholmqvist.se/improving-data-quality-with-event-sourcing-8160be8a72a2">Improving data quality with Event Sourcing</a> by Mattias Holmqvist</li><li><a href="https://solace.com/blog/advancing-along-the-path-to-pervasive-event-driven-architecture/?utm_source=twitter&amp;utm_medium=socialmedia&amp;utm_content=denis_blog&amp;utm_campaign=eda_survey2022">More Enterprises are Advancing Along the Path to Pervasive Event-Driven Architecture</a> by Denis King</li></ul>



<p><strong>Kafka</strong></p>



<ul class="wp-block-list"><li><a href="https://www.confluent.io/blog/top-10-kafka-use-cases-lessons-guides-from-200-experts/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_i-interviewed-nearly-200-apache-kafka-experts-and-i-learned-these-10-things_content.apache-kafka">I Interviewed Nearly 200 Apache Kafka Experts and I Learned These 10 Things</a> by Tim Berglund</li><li><a href="https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka/">When NOT to use Apache Kafka?</a> by Kai Waehner</li><li><a href="https://www.confluent.io/blog/event-driven-data-streaming-to-empower-healthy-behavioral-changes-at-omada/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_creating-positive-behavioral-changes-at-scale-with-confluent-and-ksqldb-at-omada_content.solutions">Creating Positive Behavioral Changes at Scale with Confluent and ksqlDB at Omada</a> by Ryan Quan</li><li><a href="https://www.confluent.io/blog/hybrid-cloud-cluster-linking-with-confluent-7-0/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_link-to-the-cloud-how-to-build-a-seamless-and-secure-hybrid-data-bridge-with-cluster-linking_content.platform">The Link To Cloud: How to Build a Seamless and Secure Hybrid Data Bridge with Cluster Linking</a> by Luke Knepper &amp; Rajini Sivaram</li><li><a href="https://www.confluent.io/blog/auto-balance-and-optimize-kafka-clusters-with-improved-observability/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_auto-balance-and-optimize-kafka-clusters-with-improved-observability-and-elasticity-in-confluent-platform-7-0_content.platform">Auto-Balancing and Optimizing Apache Kafka Clusters with Improved Observability and Elasticity in Confluent Platform 7.0</a> by Aishwarya Gune &amp; Marc Selwan</li><li><a href="https://developers.redhat.com/articles/2022/01/11/kafka-monthly-digest-december-2021">Kafka Monthly Digest: December 2021</a> by Mickael Maison</li><li><a href="https://www.confluent.io/blog/5-common-pitfalls-when-using-apache-kafka/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_5-common-pitfalls-when-using-apache-kafka_content.apache-kafka">5 Common Pitfalls When Using Apache Kafka</a> by Danica Fine &amp; Hiro Kuwabara</li><li><a href="https://www.confluent.io/blog/ksqldb-0-23-1-features-updates/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_announcing-ksqldb-0-23-1_content.stream-processing">Announcing ksqlDB 0.23.1</a> by Natea Eshetu Beshada</li><li><a href="https://thecodinginterface.com/blog/snowflake-kafka-connect-data-pipeline/">Pipelining Kafka Events into Snowflake with Dockerized Kafka Connect</a> by Adam McQuistan</li><li><a href="https://piotrminkowski.com/2022/01/18/autoscaling-on-kubernetes-with-keda-and-kafka/">Autoscaling on Kubernetes with KEDA and Kafka</a> by Piotr Minkowski</li><li><a href="https://www.confluent.io/blog/real-time-data-integrations-at-scale-with-confluent-q1-22-launch/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.social_cp.q1-22-cloud-launch">Announcing the Confluent Q1 ‘22 Launch</a> by Ben Echols &amp; Greg Murphy</li><li><a href="https://a-great-day-out-with.github.io/kafka.html">A Great Day Out with &#8230; Apache Kafka</a> by Gunnar Morling &amp; Hans-Peter Grashl</li><li><a href="https://www.confluent.io/blog/apache-kafka-3-1-version-features-and-updates/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_whats-new-in-apache-kafka-3-dot-1_content.apache-kafka">What’s New in Apache Kafka 3.1.0</a> by David Jacot</li><li><a href="https://www.confluent.io/blog/adopt-data-streaming-with-the-definitive-guide/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.social_cp.definitve-guide-blog">Adopt Data Streaming with The Definitive Guide</a> by Jakub Korab</li><li><a href="https://databricks.com/blog/2022/01/13/confluent-streaming-for-databricks-build-scalable-real-time-applications-on-the-lakehouse.html">Confluent Streaming for Databricks: Build Scalable Real-time Applications on the Lakehouse</a> by Hiral Jasani</li><li><a href="https://www.kai-waehner.de/blog/2022/01/26/kafka-cluster-linking-for-hybrid-replication-between-edge-cloud/">Kafka for Real-Time Replication between Edge and Hybrid Cloud</a> by Kai Waehner</li><li><a href="https://www.confluent.io/blog/build-an-iot-platform-with-confluent-and-mongodb/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.bp_iot-reference-architecture-and-implementation-guide-using-confluent-and-mongodb-atlas_content.solutions">IoT Reference Architecture and Implementation Guide Using Confluent and MongoDB Realm</a> by Venkatesh Shanbhag &amp; Vasanth Sanna Mariyappa &amp; Rankesh Kumar</li><li><a href="https://www.confluent.io/blog/aws-and-confluent-announce-strategic-collaboration/?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.social_cp.aws-sca-blog">AWS and Confluent Announce Deepened Strategic Collaboration</a> by Erica Schultz</li><li><a href="https://medium.com/yotpoengineering/outbox-with-debezium-and-kafka-the-hidden-challenges-998c00487ae4">Outbox with Debezium and Kafka — The hidden challenges</a> by Victor Perepelitsky</li><li><a href="https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming/">When to use Apache Camel vs. Apache Kafka?</a> by Kai Waehner</li><li><a href="https://garystafford.medium.com/the-art-of-building-open-data-lakes-with-apache-hudi-kafka-hive-and-debezium-3d2f71c5981f">The Art of Building Open Data Lakes with Apache Hudi, Kafka, Hive, and Debezium</a> by Gary A. Stafford</li><li><a href="https://medium.com/@emergeit/realtime-data-streaming-with-apache-kafka-apache-pinot-apache-druid-and-apache-superset-e67161eb9666">Realtime data streaming with Apache Kafka, Apache Pinot, Apache Druid and Apache Superset</a> by Bruno Cardoso Farias</li><li><a href="https://lucasjellema.medium.com/dapr-and-kafka-easy-binding-5feeb59ad194">Dapr and Kafka-easy binding</a> by Lucas Jellema</li></ul>



<p><strong>Flink</strong></p>



<ul class="wp-block-list"><li><a href="https://flink.apache.org/2022/01/04/scheduler-performance-part-one.html">How We Improved Scheduler Performance for Large-scale Jobs &#8211; Part One</a> by Zhilong Hong , Zhu Zhu , Daisy Tsang , &amp; Till Rohrmann</li><li><a href="https://flink.apache.org/2022/01/04/scheduler-performance-part-two">How We Improved Scheduler Performance for Large-scale Jobs &#8211; Part Two</a> by Zhilong Hong , Zhu Zhu , Daisy Tsang , &amp; Till Rohrmann</li></ul>



<p><strong>StreamSets</strong></p>



<ul class="wp-block-list"><li><a href="https://streamsets.com/blog/json-validator/?utm_medium=socialhp&amp;utm_campaign=socialhp-content-The+JSON+Validator%3A+A+Custom+Processor+That+Ensures+Data+Quality&amp;utm_content=https%3A%2F%2Fstreamsets.com%2Fblog%2Fjson-validator%2F&amp;utm_source=twitter">The JSON Validator: A Custom StreamSets Processor That Ensures Data Quality</a> by Hannah Recker</li></ul>



<p>Apache NiFi</p>



<ul class="wp-block-list"><li><a href="https://medium.com/koo-app/koos-data-platform-part-1-apache-kafka-and-nifi-e3604964aba3">Koo’s data platform — part 1: Apache Kafka and NiFi</a> by Phaneesh Gururaj</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Presentations</h2>



<ul class="wp-block-list"><li><a href="https://www.slideshare.net/KaiWaehner/kappa-vs-lambda-architectures-and-technology-comparison?qid=fce49040-b492-47a6-b721-596d4f6f7c23&amp;v=&amp;b=&amp;from_search=2">Kappa vs Lambda Architectures and Technology Comparison</a> by Kai Waehner</li></ul>



<h2 class="wp-block-heading" id="new-videos">New Videos</h2>



<ul class="wp-block-list"><li><a href="https://www.youtube.com/watch?v=j7D29eyysDw">Kappa vs Lambda Architectures and Technology Comparison</a> by Kai Waehner</li><li><a href="https://www.youtube.com/watch?v=7gaOUjkuR68">Make your Kafka cluster production ready: How many disks do I need?</a> by Strimzi</li><li><a href="https://www.youtube.com/watch?v=tfOuN5KeI9w">Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0</a> by Kai Waehner</li><li><a href="https://www.youtube.com/watch?v=hkUaF9Ur1ZM">Apache Kafka 3.1 &#8211; Overview of Latest Features, Updates, and KIPs</a> by Danica Fine</li></ul>



<h2 class="wp-block-heading" id="new-podcasts">New Podcasts</h2>



<ul class="wp-block-list"><li><a href="https://developer.confluent.io/podcast/real-time-change-data-capture-and-data-integration-with-apache-kafka-and-qlik?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa_real_time_change_data_capture_and_data_integration_with_apache_kafka_and_qlik_content.pipelines">Real-Time Change Data Capture and Data Integration with Apache Kafka and Qlik</a> by Confluent Streaming Audio (#193)</li><li><a href="https://developer.confluent.io/podcast/from-batch-to-real-time-tips-for-streaming-data-pipelines-with-apache-kafka-ft-danica-fine?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa_from_batch_to_real_time_tips_for_streaming_data_pipelines_with_apache_kafka_ft_danica_fine_content.pipelines">From Batch to Real-Time: Tips for Streaming Data Pipelines with Apache Kafka ft. Danica Fine</a> by Confluent Streaming Audio (#194)</li><li><a href="https://developer.confluent.io/podcast/optimizing-cloud-native-apache-kafka-performance-ft-alok-nikhil-and-adithya-chandra?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa_optimizing_cloud_native_apache_kafka_performance_ft_alok_nikhil_and_adithya_chandra_content.confluent_cloud">Optimizing Cloud-Native Apache Kafka Performance ft. Alok Nikhil and Adithya Chandra</a> by Confluent Streaming Audio (#195)</li><li><a href="https://developer.confluent.io/podcast/apache-kafka-3-1">Apache Kafka 3.1 &#8211; Overview of Latest Features, Updates, and KIPs</a> by Confluent Streaming Audio (#196) </li><li><a href="https://developer.confluent.io/podcast/expanding-apache-kafka-multi-tenancy-for-cloud-native-systems-ft-anna-povzner-and-anastasia-vela?utm_source=twitter&amp;utm_medium=organicsocial&amp;utm_campaign=tm.devx_ch.sa_expanding_apache_kafka_multi_tenancy_for_cloud_native_systems_ft_anna_povzner_and_anastasia_vela_content.confluent_cloud">Expanding Apache Kafka Multi-Tenancy for Cloud-Native Systems ft. Anna Povzner and Anastasia Vela</a> by Confluent Streaming Audio (#197)</li></ul>



<h2 class="wp-block-heading" id="new-releases">New Releases</h2>



<ul class="wp-block-list"><li><a href="https://github.com/confluentinc/ksql/blob/master/CHANGELOG.md#0231-2021-12-14">ksqlDB 0.23.1</a></li><li><a href="https://blogs.apache.org/kafka/">Apache Kafka 3.1.0</a></li><li><a href="https://debezium.io/blog/2022/01/26/debezium-1-9-alpha1-released/">Debezium 1.9.0.Alpha1 Released</a></li></ul>



<p>Please let me know if that is of interest. Please tweet your projects, blog posts, and presentations &amp; videos to <a rel="noopener noreferrer" href="https://twitter.com/gschmutz" target="_blank">@gschmutz </a>to get them listed in next week’s edition!</p>
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