Deep Reinforcement Learning for HPC Job Scheduling: A Statistical Evaluation

Justin M. Cheney, Clement N. Nyirenda

Deep Reinforcement Learning (DRL) offers learned job selection for High-Performance Computing (HPC), but performance against heuristics alone does not establish value beyond action…