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MegaFlux: Skew-Resilient MoE Megakernels via Pipelined Expert Replication

Yao, Jianzhu et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Mixture-of-experts (MoE) megakernels fuse expert-parallel communication with expert computation. However, under fixed expert placement, routing skew creates GPU stragglers: overloaded GPUs determine layer latency while others sit idle. Replicating hot experts can shift work to underloaded GPUs, but
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