Author

Belthangady Akash Vi Narayana Pai

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Aug 2026

DynaNDE: Dynamic Near-Data Expert Scheduling for Batched MoE Inference

DynaNDE is presented, a dynamic near-data expert scheduling framework that exploits NPU-NDP collaboration to accelerate batched MoE inference and introduces an analytical performance model that captures hardware heterogeneity, data-movement costs, and communication-computation overlap in cooperative NPU-NDP execution.

Xiaoyang Lu, Belthangady Akash Vi Narayana Pai, Xian-He Sun · 0 citations