Anand Iyer @anandpiyer
Assistant Professor @GeorgiaTech @gatech_scs. Previously Researcher @MSFTResearch, CS PhD @UCBerkeley anand-iyer.com Joined March 2012-
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Dynamic Graph Neural Networks (DGNNs) can be really useful in many domains, but they are hard to scale. Our new work shows how to achieve an *order of magnitude* speedup when training DGNNs! Joint work with awesome folks Mingyu Guan and Taesoo Kim! arxiv.org/abs/2501.15348
Serving GNNs on large graphs is challenging due to the high communication, computation, and memory overheads. Our new work, Omega, shows how to solve this. Joint work with awesome collaborators @daehyeok_kim, @adityaakella and amazing students! arxiv.org/abs/2501.08547
Our recent @TheOfficialACM SOSP papers on accelerating LLM inference are featured on @gtcomputing news: cc.gatech.edu/news/new-resea…! Interested to work on similar systems? @gatech_scs PhD application deadline is tomorrow (Dec 15): scs.gatech.edu/phd-programs #academia #AcademicTwitter
We are fast approaching the PhD application deadline this cycle (Dec 15 for @GeorgiaTech @gatech_scs, we're hiring so consider us if you're interested in systems!), good luck to all applicants!! #AcademicTwitter
We are fast approaching the PhD application deadline this cycle (Dec 15 for @GeorgiaTech @gatech_scs, we're hiring so consider us if you're interested in systems!), good luck to all applicants!! #AcademicTwitter
It's PhD application season again. I'll be on the look out for motivated students. Located in the vibrant city of Atlanta, @GeorgiaTech @gatech_scs is a top 5 school with an awesome set of people. Apply by Dec 15 and mention my name! scs.gatech.edu/phd-programs
MoEs promise reduced parameter activation, but in practice invoke all experts during batched inference. With my awesome students @vima_gupta, Kartik Sinha & collaborator Ada Gavrilovska, we show how MoEs can fulfill their promise in a workload-agnostic way arxiv.org/abs/2411.08982
I'm really looking forward to meeting people at @TheOfficialACM #SOSP 2024. If you're around, come say hi!
Our work on accelerating distributed GNN training leveraging a communication-efficient partition refinement scheme and a better caching strategy has been accepted at @TheOfficialACM #CoNEXT 2024!
Our work on accelerating DNN inference on low-cost edges has been accepted to appear at Eurosys 25! Joint work with TanmoySen and HaiyingShen! @ACM @EuroSysConf #eurosys
Our work on relieving the fundamental tension in ML serving systems has been accepted to appear at SOSP 24! Congrats to the amazing co-primary authors @dai_yinwei and @ruipeterpan! #sosp #sosp24
Our work on relieving the fundamental tension in ML serving systems has been accepted to appear at SOSP 24! Congrats to the amazing co-primary authors @dai_yinwei and @ruipeterpan! #sosp #sosp24
In an hour, @ShubhaSudipta will present our work on resource optimized ML inference by avoiding GPU interference at @usenix #osdi #osdi24. If you're around, please attend the talk and ask him about our work!
Our work on avoiding GPU interference for achieving resource optimized ML inference has been accepted to appear at #osdi #osdi24! Joint work with awesome folks @ShubhaSudipta and HaiyingShen!
Georgia Institute of Technology, School of Computer Science, GaTech - College of Computing, Atlanta, Gerogia ift.tt/8huSjBQ
Radhika Niranjan Mysore and I are chairing NSDI'25. Applications for the NSDI 2025 PC are online! docs.google.com/forms/d/e/1FAI… We are especially looking for folks from underrepresented groups or geographic regions, so if you know of someone, encourage them to apply. #NSDI25
ML serving systems face a fundamental tension between throughput & latency. Our new work aims to relieve this: arxiv.org/abs/2312.05385. Led by the awesome co-primary authors @dai_yinwei @ruipeterpan. Want to work on similar problems? Apply to GeorgiaTech by Dec 15!
Our work on automating query planning for ML will appear at #nsdi #nsdi24! Interested in working on similar awesome projects? I'm recruiting PhD students @gatech_scs! Apply by Dec 15 and mention my name!
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Attreyee Mukherjee �... @twtamuk
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Ion Stoica @istoica05
5K Followers 20 Following Professor at UC Berkeley, co-founder of Databricks, Anyscale, LMArena, Conviva.
Vima Gupta @vima_gupta
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Divy Thakkar @divy93t
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Francis Y. Yan @FrancisYan_
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Joy Arulraj @joy_arulraj
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Suguman Bansal @sugumanbansal
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Georgia Tech School o... @gatech_scs
2K Followers 411 Following Georgia Tech's School of Computer Science is at the forefront of research in AI Foundations, Comp Arch, Data Systems, PLSE, Networking, Systems, and Theory.
Kexin Rong @kexinrong
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Microsoft Research @MSFTResearch
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