From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
From Tokens to Watt-hours: Analytical Energy Estimation for LLM Inference on Modern GPUs
Tina Vartziotis, Rodopi Kosteli, Elli Vartziotis +5
The paper introduces an analytical, calibrated method to estimate the energy consumption of large language model inference on NVIDIA H100 GPUs without direct power measurements, se…
cs.CY2025
Carbon Footprint Evaluation of Code Generation through LLM as a Service
Tina Vartziotis, Maximilian Schmidt, George Dasoulas +7
Due to increased computing use, data centers consume and emit a lot of energy and carbon. These contributions are expected to rise as big data analytics, digitization, and large AI…