Comments for Mosharaf Chowdhury

Comment on Memory Management in the Cloud by edamam.ru_daPn

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Comment on Berkeley computer science networking Prelim reading list (Spring’10) by Katja Giroux

Katja Giroux — Mon, 27 Nov 2023 13:50:10 +0000

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Comment on Oort Accepted to Appear at OSDI’2021 by ModelKeeper and Zeus Accepted to Appear at NSDI’2023 | Mosharaf Chowdhury

Tue, 12 Jul 2022 17:08:23 +0000

[…] started the ModelKeeper project with Yinwei in late 2020 while Oort was making rounds and FedScale was in its infancy. With his internship with Meta in the middle and […]

Comment on Salus Accepted to Appear at MLSys'2020 by ModelKeeper and Zeus Accepted to Appear at NSDI’2023 | Mosharaf Chowdhury

Tue, 12 Jul 2022 17:07:20 +0000

[…] the efficiency and performance of deep learning workflows has received significant attention (Salus, Tiresias, and Fluid to name a few). Most of the existing works, including our prior works, focus […]

Comment on MACAW: A Media Access Protocol for Wireless LANs by shreyas

shreyas — Sun, 12 Jun 2022 14:54:59 +0000

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Comment on Oort Wins the Distinguished Artifact Award at OSDI’2021. Congrats Fan and Xiangfeng! by FedScale Accepted to Appear at ICML’2022 | Mosharaf Chowdhury

FedScale Accepted to Appear at ICML’2022 | Mosharaf Chowdhury — Mon, 16 May 2022 16:35:12 +0000

[…] last few years, SymbioticLab has made significant progress in building deployable FL systems, with Oort being the most prominent example. As I discussed in the past, while evaluating Oort, we observed […]

Comment on Sol and Pando Accepted to Appear at NSDI'2020 by NSF Award to Expand Our Federated Learning Research! | Mosharaf Chowdhury

NSF Award to Expand Our Federated Learning Research! | Mosharaf Chowdhury — Mon, 16 May 2022 15:49:22 +0000

[…] Akella (UT Austin) aims to extend and expand our recent forays into federated learning and analytics. Join us in this […]

Comment on NSF Award to Expand Our Federated Learning Research! by Oort Wins the Distinguished Artifact Award at OSDI’2021. Congrats Fan and Xiangfeng! | Mosharaf Chowdhury

Mon, 16 May 2022 15:49:03 +0000

[…] This is a testament to a lot of hard work put in by Fan and Xiangfeng over the course of last couple years. Oort is our first foray into federated learning, but it certainly is not the last. […]

Comment on Spark short paper has been accepted at HotCloud’10 by Apache Spark Receives the 2022 ACM SIGMOD Systems Award | Mosharaf Chowdhury

Sat, 14 May 2022 01:39:16 +0000

[…] award and its 1800+ contributors and innumerable users. As I look back, memories from 10, 11, and 12 years ago continue to remind me how fortunate I was to be able to make small contributions at the […]

Comment on Spark wins the Best Paper Award at NSDI’2012 by Apache Spark Receives the 2022 ACM SIGMOD Systems Award | Mosharaf Chowdhury

Sat, 14 May 2022 00:39:59 +0000

[…] prestigious award and its 1800+ contributors and innumerable users. As I look back, memories from 10, 11, and 12 years ago continue to remind me how fortunate I was to be able to make small […]

Comment on Justitia Accepted to Appear at NSDI’2022 by Aequitas Accepted to Appear at SIGCOMM’2022 | Mosharaf Chowdhury

Aequitas Accepted to Appear at SIGCOMM’2022 | Mosharaf Chowdhury — Sun, 08 May 2022 03:14:41 +0000

[…] better in the past decade. Yiwen is also having a great year with a SIGCOMM paper right after his NSDI […]

Comment on Varys accepted at SIGCOMM’2014: Coflow is coming! by Aequitas Accepted to Appear at SIGCOMM’2022 | Mosharaf Chowdhury

Aequitas Accepted to Appear at SIGCOMM’2022 | Mosharaf Chowdhury — Sun, 08 May 2022 00:35:13 +0000

[…] as there is often a mismatch between network- and application-level metrics. Indeed, my works on coflow relied on a similar observation for distributed data-parallel jobs. In this work, we focus on […]

Comment on Treehouse Funded. Thanks NSF and VMware! by Treehouse White Paper Released | Mosharaf Chowdhury

Treehouse White Paper Released | Mosharaf Chowdhury — Fri, 07 Jan 2022 15:03:43 +0000

[…] started the Treehouse project at the beginning of last summer with a mini workshop. It took a while to distill our core ideas, but we finally have a white paper that attempts to […]

Comment on Infiniswap Accepted to Appear at NSDI’2017 by Hydra Accepted to Appear at FAST’2022 | Mosharaf Chowdhury

Hydra Accepted to Appear at FAST’2022 | Mosharaf Chowdhury — Sun, 12 Dec 2021 03:17:40 +0000

[…] five years after Infiniswap, memory disaggregation is now a mainstream research topic. It goes by many names, but the idea of […]

Comment on Sol and Pando Accepted to Appear at NSDI'2020 by Presented a Keynote Talk on FL Systems at DistributedML’21 | Mosharaf Chowdhury

Wed, 08 Dec 2021 15:03:27 +0000

[…] our recent works on building software systems support for practical federated computation (Sol, Oort, and FedScale). This is a longer version of my talk at Google FL workshop last month, and […]

Comment on Oort Accepted to Appear at OSDI’2021 by Presented a Keynote at 2021 Workshop on Federated Learning and Analytics | Mosharaf Chowdhury

Sat, 13 Nov 2021 18:33:18 +0000

[…] on our recent works on building software systems support for practical federated computation (Sol, Oort, and […]

Comment on Sol and Pando Accepted to Appear at NSDI'2020 by Presented a Keynote at 2021 Workshop on Federated Learning and Analytics | Mosharaf Chowdhury

Sat, 13 Nov 2021 13:00:42 +0000

[…] on our recent works on building software systems support for practical federated computation (Sol, Oort, and […]

Comment on Infiniswap Accepted to Appear at NSDI’2017 by Juncheng Levels Up. Congrats Dr. Gu! | Mosharaf Chowdhury

Juncheng Levels Up. Congrats Dr. Gu! | Mosharaf Chowdhury — Sat, 28 Aug 2021 02:41:13 +0000

[…] and success, but they were all meaningful works. I consider him a generalist in his research taste. Infiniswap and Tiresias stand out the most among his projects. Infiniswap heralded the rise of many followups […]

Comment on Oort Accepted to Appear at OSDI’2021 by Oort Wins the Distinguished Artifact Award at OSDI’2021. Congrats Fan and Xiangfeng! | Mosharaf Chowdhury

Wed, 14 Jul 2021 22:26:53 +0000

[…] Oort, our federated learning system for scalable machine learning over millions of edge devices has received the distinguished artifact award at this year’s USENIX OSDI conference! […]

Comment on FedScale Released on GitHub by NSF Award to Expand Our Federated Learning Research! | Mosharaf Chowdhury

NSF Award to Expand Our Federated Learning Research! | Mosharaf Chowdhury — Fri, 09 Jul 2021 15:53:22 +0000

[…] and Aditya Akella (UT Austin) aims to extend and expand our recent forays into federated learning and analytics. Join us in this […]