Optimization of High-Performance Computing Job Scheduling Based on Offline Reinforcement Learning

In large-scale, distributed high-performance computing systems, the increasing complexity of job scheduling has expanded along with the growth of computational resources and job diversity. While heuristic scheduling strategies with various optimization objectives have shown promising results, their...

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Bibliographic Details
Main Authors: Shihao Li, Wei Dai, Yongyan Chen, Bo Liang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/23/11220