umu.sePublications
Change search
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
The straw that broke the camel’s back: safe cloud overbooking with application brownout
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2014 (English)In: 2014 International Conference on Cloud and Autonomic Computing (ICCAC 2014), IEEE Press, 2014, 151-160 p.Conference paper, Published paper (Refereed)
Abstract [en]

Resource overbooking is an admission control technique to increase utilization in cloud environments. However, due to uncertainty about future application workloads, overbooking may result in overload situations and deteriorated performance. We mitigate this using brownout, a feedback approach to application performance steering, that ensures graceful degradation during load spikes and thus avoids overload. Additionally, brownout management information is included into the overbooking system, enabling the development of improved reactive methods to overload situations. Our combined brownout-overbooking approach is evaluated based on real-life interactive workloads and non-interactive batch applications. The results show that our approach achieves an improvement of resource utilization of 11 to 37 percentage points, while keeping response times lower than the set target of 1 second, with negligible application degradation.

Place, publisher, year, edition, pages
IEEE Press, 2014. 151-160 p.
National Category
Computer Science
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:umu:diva-93354DOI: 10.1109/ICCAC.2014.10ISI: 000370731000020ISBN: 978-1-4799-5841-2 (print)OAI: oai:DiVA.org:umu-93354DiVA: diva2:748023
Conference
International Conference on Cloud and Autonomic Computing (ICCAC), London, September 8-12, 2014
Available from: 2014-09-18 Created: 2014-09-18 Last updated: 2017-01-16Bibliographically approved

Open Access in DiVA

fulltext(557 kB)133 downloads
File information
File name FULLTEXT02.pdfFile size 557 kBChecksum SHA-512
84e9d4966589ca41f785c4a3527bbb3e11a2cad94e34ca8d26c71ac101a21941bf52d7e94d59a63ca7d8eaa419bcbaee15a30adbfa06f249d5538b76d63d5ee5
Type fulltextMimetype application/pdf

Other links

Publisher's full text

Search in DiVA

By author/editor
Tomás, LuisKlein, CristianTordsson, JohanHernández, Francisco
By organisation
Department of Computing Science
Computer Science

Search outside of DiVA

GoogleGoogle Scholar
Total: 133 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 267 hits
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