A topology-aware optimal-transport planner that decides where to place replicated MoE experts reports a 1.43x end-to-end training speedup and up to 74% lower weighted expert-transfer cost in tests.
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TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training
A topology-aware optimal-transport planner that decides where to place replicated MoE experts reports a 1.43x end-to-end training speedup and up to 74% lower weighted expert-transfer cost in tests.