mdh.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
An energy-aware resource provisioning scheme for real-time applications in a cloud data center
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems. Univ Innsbruck, Innsbruck, Austria.ORCID iD: 0000-0002-1384-5323
Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Tehran, Iran..
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0001-6132-7945
Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Tehran, Iran.;Inst Res Fundamental Sci IPM, Sch Comp Sci, Tehran, Iran..
Show others and affiliations
2018 (English)In: Software, practice & experience, ISSN 0038-0644, E-ISSN 1097-024X, Vol. 48, no 10, p. 1734-1757Article in journal (Refereed) Published
Abstract [en]

Based on a pay-as-you-go model, cloud computing provides the possibility of hosting pervasive applications from both academic and business domains. However, data centers hosting cloud applications consume huge amounts of electrical energy, contributing to high operational costs and large carbon footprints to the environment. Energy-aware resource provisioning is an effective solution to diminish the energy consumption of cloud data centers. Recently, a growing trend has emerged, where cloud technology is used to run periodic real-time applications such as multimedia, telecommunication, video gaming, and industrial applications. In order for a real-time application to be able to use cloud services, cloud providers have to be able to provide timing guarantees. In this paper, we introduce an energy-aware resource provisioning mechanism for cloud data centers, which are capable of serving real-time periodic tasks following the Software as a Service model. The proposed method is compared against an energy-aware version of the RT-OpenStack. RT-OpenStack is a recently proposed approach to provide a time-predictable version of OpenStack. The experimental results manifest that our proposed resource provisioning method outperforms energy-aware version of the RT-OpenStack by 16.01%, 25.45%, and 25.45% in terms of energy consumption, number of used servers, and average utilization of used servers, respectively. Moreover, from the scalability perspective, the preference of the proposed method for large-scale data centers is more considerable.

Place, publisher, year, edition, pages
WILEY , 2018. Vol. 48, no 10, p. 1734-1757
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:mdh:diva-40933DOI: 10.1002/spe.2592ISI: 000443587100002Scopus ID: 2-s2.0-85047733608OAI: oai:DiVA.org:mdh-40933DiVA, id: diva2:1248082
Available from: 2018-09-13 Created: 2018-09-13 Last updated: 2018-11-28Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full textScopus

Authority records BETA

Faragardi, Hamid RezaNolte, Thomas

Search in DiVA

By author/editor
Faragardi, Hamid RezaNolte, Thomas
By organisation
Embedded Systems
In the same journal
Software, practice & experience
Computer Systems

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 73 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