ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving
Paper LLMs & Texto

ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving

ELDR is an expert-locality-aware decode router for prefill-decode disaggregated Mixture-of-Experts serving that improves performance by predicting expert activations and routing re…

Hugging Face · Daily Papers ·Sangjin Choi, Sukmin Cho · ·▲ 16 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Sangjin Choi, Sukmin Cho, Yifan Xiong, Ziyue Yang, Youngjin Kwon, Peng Cheng

  • 16 upvotes da comunidade
  • Temas: prefill-decode, disaggregated LLM serving, mixture-of-experts, decode router, expert-locality-aware, K-means

Resumo

Resumo original (em inglês), extraído do paper:

ELDR is an expert-locality-aware decode router for prefill-decode disaggregated Mixture-of-Experts serving that improves performance by predicting expert activations and routing requests accordingly.

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