MARS: A Monte Carlo Tree Search-based Adaptive and Responsive Scheduler

Yash Kurkure, Yihe Zhang, Zhiling Lan +1

Modern High Performance Computing systems depend on static heuristics and manual administration for job scheduling and reservation management. Deep Reinforcement Learning (DRL) has…