Large-scale Machine Learning Cluster Scheduling via Multi-agent Graph Reinforcement Learning

Xiaoyang Zhao, Chuan Wu

Efficient scheduling of distributed deep learning (DL) jobs in large GPU clusters is crucial for resource efficiency and job performance. While server sharing among jobs improves r…