Two papers accepted at CCGRID 2026. (1) Work on benchmarking and characterizing LLMs for energy-performance tradeoffs (pdf), and (2) Adaptive quantization for resource-efficient KV cache management (pdf). Congrats to Paul Malikael and Jianlong Lei 🎉