Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning

Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang 0025, Gregory R. Ganger, Eric P. Xing. Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. In Angela Demke Brown, Jay R. Lorch, editors, 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021, July 14-16, 2021. USENIX Association, 2021. [doi]

Abstract

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