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MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
MAST is a global scheduler that automatically places ML input tables and training across Meta regions, modeling table placement as a mixed-integer optimization…
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Tectonic-Shift: A Composite Storage Fabric for Large-Scale ML TrainingUSENIX ATC '232023-07-10
Composite fabric combines Tectonic HDD capacity with a flash tier called Shift that sits in a consistent‑hash ring and uses Meta’s cashlib for node‑local…
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