A prediction-assisted SRPT scheduler for mixed-parallelism deep learning jobs in GPU clusters, with a graph-based placement heuristic and a competitive-ratio analysis.
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Prediction-Assisted Online Distributed Deep Learning Workload Scheduling in GPU Clusters
A prediction-assisted SRPT scheduler for mixed-parallelism deep learning jobs in GPU clusters, with a graph-based placement heuristic and a competitive-ratio analysis.