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cs.DC2026
LooseLeaf: Enabling Serverless GPUs for Computational Notebooks
Yusen Wu, Tingfeng Lan, Benjamin Carver +3
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 bet…
cs.DC2025
NotebookOS: A Replicated Notebook Platform for Interactive Training with On-Demand GPUs
Benjamin Carver, Jingyuan Zhang, Haoliang Wang +2
Interactive notebook programming is universal in modern ML and AI workflows, with interactive deep learning training (IDLT) emerging as a dominant use case. To ensure responsivenes…