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Modeling and Simulation of QoS-Aware Power Budgeting in Cloud Data Centers
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science. College of Information and Computer Sciences, University of Massachusetts Amherst, USA.
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2020 (English)In: 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), IEEE conference proceedings, 2020, p. 88-93Conference paper, Published paper (Refereed)
Abstract [en]

Power budgeting is a commonly employed solution to reduce the negative consequences of high power consumption of large scale data centers. While various power budgeting techniques and algorithms have been proposed at different levels of data center infrastructures to optimize the power allocation toservers and hosted applications, testing them has been challengingwith no available simulation platform that enables such testingfor different scenarios and configurations. To facilitate evaluationand comparison of such techniques and algorithms, we introducea simulation model for Quality-of-Service aware power budgetingand its implementation in CloudSim. We validate the proposedsimulation model against a deployment on a real testbed, showcase simulator capabilities, and evaluate its scalability.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2020. p. 88-93
Keywords [en]
cloud computing, power budgeting, quality of service, simulation
National Category
Computer Sciences
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:umu:diva-169816DOI: 10.1109/PDP50117.2020.00020ISI: 000582555800013Scopus ID: 2-s2.0-85085515174OAI: oai:DiVA.org:umu-169816DiVA, id: diva2:1425467
Conference
28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), (Västerås, Sweden), Virtual Meeting, March 11-13, 2020
Available from: 2020-04-21 Created: 2020-04-21 Last updated: 2023-03-23Bibliographically approved

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Krzywda, JakubAli-Eldin, AhmedÖstberg, Per-OlovElmroth, Erik

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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