A stochastic-geometry and queueing framework derives prefix-cache association and TTFT coverage for wireless edge LLM inference, revealing load-dependent caching effects.
Preble: Effi- cient distributed prompt scheduling for LLM serving,
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Spatial Prefix Caching for Wireless Edge LLM Inference: A Stochastic-Geometry and Queueing Framework
A stochastic-geometry and queueing framework derives prefix-cache association and TTFT coverage for wireless edge LLM inference, revealing load-dependent caching effects.