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Zhiqi Lin

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AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and...NSDI '252025-04-28
AutoCCL automates low-level tuning of NCCL to cut communication overhead: it prunes NCCL's 158 knobs to 28 parameters, partitions the huge search space with a…
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nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
A plan-generation framework implements three primitives op-trans, op-assign, op-order plus constraint filters so experts compose custom parallelization spaces…
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