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

Authors :
Patterson, David
Gilbert, Jeffrey M.
Gruteser, Marco
Robles, Efren
Sekar, Krishna
Wei, Yong
Zhu, Tenghui
Source :
Communications of the ACM. Feb2024, Vol. 67 Issue 2, p86-97. 12p.
Publication Year :
2024

Abstract

A Google case study finds ML training in the cloud can reduce CO2e emissions up to 100×. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00010782
Volume :
67
Issue :
2
Database :
Academic Search Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
175048208
Full Text :
https://doi.org/10.1145/3624719