Oct. 4, 2023, 11:58 p.m. | USENIX

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USENIX ATC '23 - Beware of Fragmentation: Scheduling GPU-Sharing Workloads with Fragmentation Gradient Descent

Qizhen Weng, Hong Kong University of Science and Technology, Lingyun Yang, Hong Kong University of Science and Technology, Yinghao Yu, Alibaba Group and Hong Kong University of Science and Technology, Wei Wang, Hong Kong University of Science and Technology, Xiaochuan Tang, Alibaba Group, Guodong Yang, Alibaba Group, Liping Zhang, Alibaba Group

Large tech companies are piling up a massive number of GPUs in their server fleets …

alibaba alibaba group fragmentation gpu hong kong kong science sharing technology university usenix wang wei workloads

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