TokenPowerSandbox: Evidence-Gated CPU-First Screening for Energy-Aware LLM Serving

Chenxu Niu

Energy-aware LLM serving requires comparing configurations under realistic request shapes, yet exhaustive target-GPU profiling is costly and a cheap predictor can be dangerously co…