Toward a Life Cycle Assessment for the Carbon Footprint of Data

Author:

Mersy Gabriel1ORCID,Krishnan Sanjay2ORCID

Affiliation:

1. Department of Computer Science, The University of Chicago, Chicago, Illinois, United States

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

Funder

TATRC/SRI

Publisher

ACM

Reference86 articles.

1. Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters

2. Naman Agarwal , Ananda Theertha Suresh , Felix X. Yu , Sanjiv Kumar , and Brendan McMahan . 2018 . cpSGD: Communication-efficient and differentially-private distributed SGD . In Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018 , NeurIPS 2018, December 3--8, 2018, Montréal, Canada, Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, and Roman Garnett (Eds.). 7575--7586. https://proceedings.neurips.cc/paper/2018/hash/21ce689121e39821d07d04faab328370-Abstract.html Naman Agarwal, Ananda Theertha Suresh, Felix X. Yu, Sanjiv Kumar, and Brendan McMahan. 2018. cpSGD: Communication-efficient and differentially-private distributed SGD. In Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3--8, 2018, Montréal, Canada, Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, and Roman Garnett (Eds.). 7575--7586. https://proceedings.neurips.cc/paper/2018/hash/21ce689121e39821d07d04faab328370-Abstract.html

3. Environmental Protection Agency. 2023. Data Explorer. https://www.epa.gov/egrid/data-explorer. Environmental Protection Agency. 2023. Data Explorer. https://www.epa.gov/egrid/data-explorer.

4. United States Environmental Protection Agency. 2022. Greenhouse Gas Emissions from a Typical Passenger Vehicle. https://www.epa.gov/greenvehicles/greenhouse-gas-emissions-typical-passenger-vehicle. United States Environmental Protection Agency. 2022. Greenhouse Gas Emissions from a Typical Passenger Vehicle. https://www.epa.gov/greenvehicles/greenhouse-gas-emissions-typical-passenger-vehicle.

5. Storage modeling for power estimation

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems;Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis;2023-11-11

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