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Making Cluster Applications Energy-Aware
EPFL.ORCID iD: 0000-0002-1256-1070
2009 (English)In: Proceedings of The First Workshop on Automated Control for Datacenters and Clouds (ACDC), Association for Computing Machinery (ACM), 2009, -42 p.Conference paper, Published paper (Refereed)
Abstract [en]

Power consumption has become a critical issue in large scale clusters. Existing solutions for addressing the servers’ energy consumption suggest “shrinking” the set of active machines, at least until the more power-proport-ional hardware devices become available. This paper demonstrates that leveraging the sleeping state, however, may lead to unacceptably poor performance and low data availability if the distributed services are not aware of the power management’s actions. Therefore, we present an architecture for cluster services in which the deployed services overcome this problem by actively participating in any action taken by the power management. We propose, implement, and evaluate modifications for the Hadoop Distributed File System and the MapReduce clone that make them capable of operating efficiently under limited power budgets.

Place, publisher, year, edition, pages
Association for Computing Machinery (ACM), 2009. -42 p.
Keyword [en]
Cluster services, Cluster applications, Energy-Awareness, Storage
National Category
Computer Science
Identifiers
URN: urn:nbn:se:kth:diva-147094DOI: 10.1145/1555271.1555281ISBN: 978-1-60558-585-7 (print)OAI: oai:DiVA.org:kth-147094DiVA: diva2:727657
Conference
The First Workshop on Automated Control for Datacenters and Clouds (ACDC'09)
Note

QC 20140707

Available from: 2014-06-23 Created: 2014-06-23 Last updated: 2014-07-07Bibliographically approved

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fulltext(221 kB)110 downloads
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Kostic, Dejan

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • 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