Accelerating Local LLMs on Resource-Constrained Edge Devices via Distributed Prompt Caching

Hiroki Matsutani, Naoki Matsuda, Naoto Sugiura

Since local LLM inference on resource-constrained edge devices imposes a severe performance bottleneck, this paper proposes distributed prompt caching to enhance inference performa…