Papershelf

A collection of papers I’ve read and found interesting, with my notes and thoughts.

• LLM Inference at the Edge: Mobile, NPU, and GPU Performance Efficiency Trade-offs Under Sustained Load

  arXiv 2026
  2026

  llm edge-deployment mobile npu gpu inference

  PDF