Search Results for author: Yuping Fan

Found 2 papers, 1 papers with code

DRAS-CQSim: A Reinforcement Learning based Framework for HPC Cluster Scheduling

no code implementations16 May 2021 Yuping Fan, Zhiling Lan

For decades, system administrators have been striving to design and tune cluster scheduling policies to improve the performance of high performance computing (HPC) systems.

reinforcement-learning Reinforcement Learning (RL) +1

Deep Reinforcement Agent for Scheduling in HPC

1 code implementation11 Feb 2021 Yuping Fan, Zhiling Lan, Taylor Childers, Paul Rich, William Allcock, Michael E. Papka

Existing cluster scheduling heuristics are developed by human experts based on their experience with specific HPC systems and workloads.

Scheduling

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