CR^2: Cost-Aware Risk-Controlled Routing for Wireless Device-Edge LLM Inference

Nan Xue, Shengkang Chen, Zhiyong Chen +4

As large language models (LLMs) move from centralized clouds to mobile edge environments, efficient serving must balance latency, energy consumption, and accuracy under constrained…