From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

IntroductionHigh-performance computing (HPC) has been a pivotal driving force of technological development.MethodsThis study evaluates the environmental impact of HPC by analyzing energy consumption and carbon emissions across major global centers. We analyzed data from the top 500 HPC centers, usin...

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Bibliographic Details
Main Authors: Guancong Yu, Ziyan Wang, Yulan Xu, Zhuofan Javan Sun, Susan Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
high-performance computing
energy consumption
carbon emissions
regression analysis
analytic hierarchy process
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2025.1595365/full
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https://www.frontiersin.org/articles/10.3389/fams.2025.1595365/full

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