A simulation framework couples an LLM inference simulator with a GPU power model and an energy-grid co-simulator to estimate energy and carbon emissions across deployment configurations.
In: USENIX Symposium on Operating Systems Design and Imple- mentation (OSDI) (2024)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations
A simulation framework couples an LLM inference simulator with a GPU power model and an energy-grid co-simulator to estimate energy and carbon emissions across deployment configurations.