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Energy and Emissions of Machine Learning on Smartphones vs. the Cloud

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Journal Article

Patterson, D., J.M. Gilbert, M. Gruteser, E. Robles, K. Sekar, Y. Wei, and T. Zhu. 2024. “Energy and Emissions of Machine Learning on Smartphones vs. the Cloud.” Communications of the ACM 67 (2): 86–97. https://doi.org/10.1145/3624719

A Google case study finds ML training in the cloud can reduce CO2e emissions up to 100×. © 2024 Association for Computing Machinery. All rights reserved.

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