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Akshay Jajoo

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SLearn - A Case for Task Sampling based Learning for Cluster Job Scheduling19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
SLearn proposes learning in space by running a small, high-priority sample of tasks per job to estimate average task duration and total job size, then…
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Your Coflow has Many Flows: Sampling them for Fun and SpeedUSENIX ATC '192019-07-10
A new scheduler called Philae samples a few flows per coflow (typically sampling 1% of flows or only for coflows with ≥7 flows), pre-schedules those samples at…
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