Making AI Less 'Thirsty'

Green AI

Roy Schwartz, Jesse Dodge, Noah A. Smith et al. · Communications of the ACM · 2020 · 1.1K citations · Full text

Artificial Intelligence, Ai Architecture, Deepest Pockets +12

It's not easy being green

Peter Gao, Andrew R. Curtis, Bernard Wong et al. · 2012 · 281 citations · Full text

Cluster Computing, Internet Traffic Analysis, Engineering +20

Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model

Alexandra Sasha Luccioni, Sylvain Viguier, Anne‐Laure Ligozat · arXiv (Cornell University) · 2022 · 187 citations · Full text

Engineering, Machine Learning, Parameter Language Model +19

The environmental footprint of data centers in the United States

Md Abu Bakar Siddik, Arman Shehabi, Landon Marston · Environmental Research Letters · 2021 · 186 citations · Full text

Data Center Management, Engineering, Data Center Servers +15

“Quantifying spatiotemporal impacts of the interaction of water scarcity and water use by the global semiconductor manufacturing industry”

Kali Frost, Inez Hua · Water Resources and Industry · 2019 · 37 citations · Full text