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

Authors: David Patterson, Jeffrey M. Gilbert, Marco Gruteser, Efren Robles, Krishna Sekar, Yong Wei, Tenghui Zhu - Communications of the ACM, CACM 2024 cited by 19

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