37 citations · 112 across the 10 of their papers we have counts for
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cs.DC2021
Hybrid Workload Scheduling on HPC Systems
Yuping Fan, Paul Rich, William Allcock +2
Traditionally, on-demand, rigid, and malleable applications have been scheduled and executed on separate systems. The ever-growing workload demands and rapidly developing HPC infra…
cs.DC2021★ 3 cited
DRAS-CQSim: A Reinforcement Learning based Framework for HPC Cluster Scheduling
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. However…
cs.DC2021★ 9 cited
Deep Reinforcement Agent for Scheduling in HPC
Yuping Fan, Zhiling Lan, Taylor Childers +3
Cluster scheduler is crucial in high-performance computing (HPC). It determines when and which user jobs should be allocated to available system resources. Existing cluster schedul…