MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale

Arnab Choudhury, Yang Wang 0009, Tuomas Pelkonen, Kutta Srinivasan, Abha Jain, Shenghao Lin, Delia David, Siavash Soleimanifard, Michael Chen, Abhishek Yadav, Ritesh Tijoriwala, Denis Samoylov, Chunqiang Tang. MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale. In Ada Gavrilovska, Douglas B. Terry, editors, 18th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2024, Santa Clara, CA, USA, July 10-12, 2024. pages 563-580, USENIX Association, 2024. [doi]

Abstract

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