37 citations · 51 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
Scheduling Beyond CPUs for HPC
Yuping Fan, Zhiling Lan, Paul Rich +4
High performance computing (HPC) is undergoing significant changes. The emerging HPC applications comprise both compute- and data-intensive applications. To meet the intense I/O de…