Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service

This paper presents a solution to the challenge of mitigating carbon emissions from hosting large-scale machine learning (ML) inference services. ML inference is critical to modern technology products, but it is also a significant contributor to carbon footprint. We introduce, Clover, a carbon-frien...

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Bibliographic Details
Main Authors: Li, Baolin, Samsi, Siddharth, Gadepally, Vijay, Tiwari, Devesh
Other Authors: Lincoln Laboratory
Format: Article
Language:English
Published: ACM|The International Conference for High Performance Computing, Networking, Storage and Analysis 2023
Online Access:https://hdl.handle.net/1721.1/153142