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Shangfeng Shi

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#small language model Book Open access Aug 2026

Balancing and Beyond: Communication-Centric Optimizations in Expert Parallelism

EPIC mitigates imbalance via performance-aware expert migration and runtime expert activation, and then improves communication with topology-adaptive transport kernels and fine-grained computation-communication overlap.

Jia-Min Cao, Qingxu Li, Yaozhong Liu et al. · 2 citations · ⚡1

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