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Scaling Large Production Clusters with Partitioned Synchronization. 2021 USENIX Annual Technical Conference (USENIX ATC 21). :81--97.
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2021. AntMan: Dynamic Scaling on GPU Clusters for Deep Learning. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :533--548.
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2020.