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A Sensor-Actuator Model for Data Center Optimization
Umeå University, Faculty of Science and Technology, Department of Computing Science. (Distributed Systems)
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2015 (English)In: 2015 INTERNATIONAL CONFERENCE ON CLOUD AND AUTONOMIC COMPUTING (ICCAC), New York: IEEE Computer Society, 2015, 192-195 p.Conference paper, Published paper (Refereed)
Abstract [en]

Cloud data centers commonly use virtualization technologies to provision compute capacity with a level of indirection between virtual machines and physical resources. In this paper we explore the use of that level of indirection as a means for autonomic data center configuration optimization and propose a sensor-actuator model to capture optimization-relevant relationships between data center events, monitored metrics (sensors data), and management actions (actuators). The model characterizes a wide spectrum of actions to help identify the suitability of different actions in specific situations, and outlines what (and how often) data needs to be monitored to capture, classify, and respond to events that affect the performance of data center operations.

Place, publisher, year, edition, pages
New York: IEEE Computer Society, 2015. 192-195 p.
National Category
Computer Systems
Research subject
Computing Science
Identifiers
URN: urn:nbn:se:umu:diva-110297DOI: 10.1109/ICCAC.2015.13ISI: 000380476500018ISBN: 0-7695-5636-1 (print)ISBN: 978-1-4673-9566-3 (print)OAI: oai:DiVA.org:umu-110297DiVA: diva2:861983
Conference
International Conference on Cloud and Autonomic Computing (ICCAC 2015), Boston, Cambridge, MA, USA, 21-25 September 2015.
Available from: 2015-10-20 Created: 2015-10-20 Last updated: 2016-10-12Bibliographically approved

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Krzywda, JakubÖstberg, Per-OlovElmroth, Erik
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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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  • asciidoc
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