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LooseLeaf: Enabling Serverless GPUs for Computational Notebooks

Wu, Yusen et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Computational notebooks reserve a GPU for the whole session, yet the GPU computes only while a cell executes and sits idle otherwise. Serverless execution would release the GPU between cells, but reconstructing the accumulated notebook state on a fresh worker imposes substantial cost on every GPU ce
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