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ASTRAEA: A Fair Deep Learning Scheduler for Multi-tenant GPU Clusters
We design a new and practical GPU scheduler, ASTRAEA, to enforce the desired fairness among tenants and jobs for deep learning training clusters.
Zhisheng YE, Peng Sun, Wei Gao, Tianwei Zhang, Xiaolin Wang, Shengen Yan, Yingwei Luo
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ASTRAEA: A Fair Deep Learning Scheduler for Multi-tenant GPU Clusters