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Suhas Jayaram Subramanya

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Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
Pollux builds a co-adaptive scheduler that jointly models system throughput and statistical efficiency, introduces the goodput metric (their product), and…
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BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?NSDI 20192019-02-26
Suhas Jayaram Subramanya and Harsha Vardhan Simhadri, Microsoft Research India; Srajan Garg, IIT Bombay; Anil Kag and Venkatesh Balasubramanian, Microsoft…
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