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

David Patterson, Jeffrey M. Gilbert, Marco Gruteser, Efren Robles, Krishna Sekar, Yong Wei,Tenghui Zhu

ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS（2024）

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摘要

A Google case study finds ML training in the cloud can reduce CO 2 e emissions up to 100×.

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