Learning to Score: Tuning Cluster Schedulers through Reinforcement Learning

Martin Asenov, Qiwen Deng, Gingfung Yeung +1

Efficiently allocating incoming jobs to nodes in large-scale clusters can lead to substantial improvements in both cluster utilization and job performance. In order to allocate inc…