research-article

Metrics for Sustainability in Data Centers

Authors:

Kartik Gopalan,

Syed Rafiul Hussain,

Patrick McdanielAuthors Info & Claims

ACM SIGENERGY Energy Informatics Review, Volume 3, Issue 3

Pages 40 - 46

https://doi.org/10.1145/3630614.3630622

Published: 25 October 2023 Publication History

Abstract

Despite several calls from the community for improving the sustainability of computing, sufficient progress is yet to be made on one of the key prerequisites of sustainable computing---the ability to define and measure computing sustainability holistically. This position paper proposes metrics that aim to measure the end-to-end sustainability footprint in data centers. To enable useful sustainable computing efforts, these metrics can track the sustainability footprint at various granularities---from a single request to an entire data center. The proposed metrics can also broadly influence sustainable computing practices by incentivizing end-users and developers to participate in sustainable computing efforts in data centers.

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Cited By

Bashir NGohil VSubramanya AShahrad MIrwin DOlivetti EDelimitrou C(2024)The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware SchedulingProceedings of the 2024 ACM Symposium on Cloud Computing10.1145/3698038.3698542(542-551)Online publication date: 20-Nov-2024
https://dl.acm.org/doi/10.1145/3698038.3698542
Raskind JBabakol TMahmoud KLiu Y(2024)VESTA: Power Modeling with Language Runtime EventsProceedings of the ACM on Programming Languages10.1145/36564028:PLDI(621-646)Online publication date: 20-Jun-2024
https://dl.acm.org/doi/10.1145/3656402
Li PYang JWierman ARen S(2024)Towards Environmentally Equitable AI via Geographical Load BalancingThe 15th ACM International Conference on Future and Sustainable Energy Systems10.1145/3632775.3661938(291-307)Online publication date: 21-May-2024
https://doi.org/10.1145/3632775.3661938
Show More Cited By

Index Terms

Metrics for Sustainability in Data Centers
1. Hardware
  1. Power and energy
    1. Energy distribution
      1. Energy metering
    2. Power estimation and optimization
      1. Enterprise level and data centers power issues
2. Social and professional topics
  1. Professional topics
    1. Computing industry
      1. Sustainability

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cover image ACM SIGEnergy Energy Informatics Review

ACM SIGEnergy Energy Informatics Review Volume 3, Issue 3

October 2023

77 pages

EISSN:2770-5331

DOI:10.1145/3630614

Editor:
S. Keshav
University of Cambridge, UK

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Copyright © 2023 Copyright is held by the owner/author(s).

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Published: 25 October 2023

Published in SIGENERGY-EIR Volume 3, Issue 3

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Cited By

Bashir NGohil VSubramanya AShahrad MIrwin DOlivetti EDelimitrou C(2024)The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware SchedulingProceedings of the 2024 ACM Symposium on Cloud Computing10.1145/3698038.3698542(542-551)Online publication date: 20-Nov-2024
https://dl.acm.org/doi/10.1145/3698038.3698542
Raskind JBabakol TMahmoud KLiu Y(2024)VESTA: Power Modeling with Language Runtime EventsProceedings of the ACM on Programming Languages10.1145/36564028:PLDI(621-646)Online publication date: 20-Jun-2024
https://dl.acm.org/doi/10.1145/3656402
Li PYang JWierman ARen S(2024)Towards Environmentally Equitable AI via Geographical Load BalancingThe 15th ACM International Conference on Future and Sustainable Energy Systems10.1145/3632775.3661938(291-307)Online publication date: 21-May-2024
https://doi.org/10.1145/3632775.3661938
Eilam TBose PCarloni LCidon AFranke HKim MLee ENaghshineh MParida PStein CTantawi A(2024)Reducing Datacenter Compute Carbon Footprint by Harnessing the Power of Specialization: Principles, Metrics, Challenges and OpportunitiesIEEE Transactions on Semiconductor Manufacturing10.1109/TSM.2024.343433137:4(481-488)Online publication date: Nov-2024
https://doi.org/10.1109/TSM.2024.3434331
Hussain SMcDaniel PGandhi AGhose KGopalan KLee DLiu YLiu ZMu SZadok E(2024)Verifiable Sustainability in Data CentersIEEE Security and Privacy10.1109/MSEC.2024.337248822:6(62-74)Online publication date: 1-Nov-2024
https://dl.acm.org/doi/10.1109/MSEC.2024.3372488

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