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Plenty of Room in the Middle: Revealing Opportunities on a GPU Cluster via Fine-Grained Monitoring

Sheinberg, Andrew et al.
arXiv (All) · Papers
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and-cluster-computingartificial-intelligencedistributedparallel
GPU clusters have become essential computing resources for AI and scientific research in academia and industry. However, their high cost and growing demand often result in long queueing delays. While previous monitoring efforts have operated at second- or minute-level frequencies, they primarily inf
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