Reducing the Carbon Impact of Generative AI Inference (today and in 2035)

Author:

Chien Andrew A1ORCID,Lin Liuzixuan2ORCID,Nguyen Hai2ORCID,Rao Varsha2ORCID,Sharma Tristan2ORCID,Wijayawardana Rajini2ORCID

Affiliation:

1. Computer Science, University of Chicago and Argonne National Laboratory, Chicago, Illinois, United States of America

2. Computer Science, University of Chicago, Chicago, Illinois, USA

Funder

National Science Foundation

Publisher

ACM

Reference61 articles.

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2. 2021. Right Place Right Time (RiPiT) Carbon Emissions Service. http://ripit.uchicago.edu. University of Chicago. 2021. Right Place Right Time (RiPiT) Carbon Emissions Service. http://ripit.uchicago.edu. University of Chicago.

3. 2023. AMD EPYC 7642 Specifications. https://www.techpowerup.com/cpu-specs/epyc-7642.c2247. 2023. AMD EPYC 7642 Specifications. https://www.techpowerup.com/cpu-specs/epyc-7642.c2247.

4. 2023. Azure network round-trip latency statistics. https://learn.microsoft.com/en-us/azure/networking/azure-network-latency. 2023. Azure network round-trip latency statistics. https://learn.microsoft.com/en-us/azure/networking/azure-network-latency.

5. 2023. Choose the right azure region for you: Microsoft Azure. https://azure.microsoft.com/en-us/explore/global-infrastructure/geographies/#geographies. 2023. Choose the right azure region for you: Microsoft Azure. https://azure.microsoft.com/en-us/explore/global-infrastructure/geographies/#geographies.

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