scheduler

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
Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs
We present Chronus, an end-to-end scheduling system to provide deadline guarantee for SLO jobs and maximize the performance of best-effort jobs for deep learning training jobs.
Wei Gao, Zhisheng YE, Peng Sun, Yonggang Wen, Tianwei Zhang
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Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs