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Life cycle analysis for emissions of scientific computing centres
Umeå University, Faculty of Science and Technology, High Performance Computing Center North (HPC2N).
School of Computing Science, University of Glasgow, Glasgow, United Kingdom.
2025 (English)In: European Physical Journal C, ISSN 1434-6044, E-ISSN 1434-6052, Vol. 85, no 8, article id 913Article in journal (Refereed) Published
Abstract [en]

We propose a dedicated model to assist with the life cycle analysis of emissions of scientific computing centres. The model takes into account both the embodied carbon and emissions from use, as well as other factors such as data centre power usage efficiency, data centre expansion, hardware replacement, increase in energy efficiency of next-generation hardware, reduction in carbon intensity of the electricity supply and potential for heat reuse. If differs from existing models in its detailed handling of hardware embodied carbon and time dependency of various factors affecting the emissions. We present a number of scenarios where we apply the model to real-life HPC centres in different countries to illustrate how the trade-offs depend on the various factors and validate our model against the literature.

Place, publisher, year, edition, pages
Springer Nature, 2025. Vol. 85, no 8, article id 913
National Category
Other Environmental Engineering Computer Sciences
Identifiers
URN: urn:nbn:se:umu:diva-243961DOI: 10.1140/epjc/s10052-025-14650-8Scopus ID: 2-s2.0-105014719624OAI: oai:DiVA.org:umu-243961DiVA, id: diva2:1995941
Available from: 2025-09-08 Created: 2025-09-08 Last updated: 2025-09-24Bibliographically approved

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Wadenstein, Mattias

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf