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cs.DC2025
Cache Your Prompt When It's Green: Carbon-Aware Caching for Large Language Model Serving
Yuyang Tian, Desen Sun, Yi Ding +1
As large language models (LLMs) become widely used, their environmental impact, especially carbon emission, has attracted more attention. Prior studies focus on compute-related car…
cs.DC2024
Uncertainty-Aware Decarbonization for Datacenters
Amy Li, Sihang Liu, Yi Ding
This paper represents the first effort to quantify uncertainty in carbon intensity forecasting for datacenter decarbonization. We identify and analyze two types of uncertainty -- t…