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Web software reliability modeling with random impulsive shocks
University of Gävle, Faculty of Engineering and Sustainable Development, Department of Industrial Development, IT and Land Management, Industrial economics. University of Gävle, Center for Logistics and Innovative Production. University of Gävle, Faculty of Engineering and Sustainable Development, Department of Industrial Development, IT and Land Management, Industrial economics. University of Gävle, Center for Logistics and Innovative Production. Guizhou University, Guiyang, China.
2014 (English)In: Journal of Systems Engineering and Electronics, ISSN 1004-4132, Vol. 25, no 2, p. 349-356Article in journal (Refereed) Published
Abstract [en]

As the web-server based business is rapidly developed and popularized, how to evaluate and improve the reliability of web-servers has been extremely important. Although a large number of software reliability growth models (SRGMs), including those combined with multiple change-points (CPs), have been available, these conventional SRGMs cannot be directly applied to web software reliability analysis because of the complex web operational profile. To characterize the web operational profile precisely, it should be realized that the workload of a web server is normally non-homogeneous and often observed with the pattern of random impulsive shocks. A web software reliability model with random impulsive shocks and its statistical analysis method are developed. In the proposed model, the web server workload is characterized by a geometric Brownian motion process. Based on a real data set from IIS server logs of ICRMS website (www.icrms.cn), the proposed model is demonstrated to be powerful for estimating impulsive shocks and web software reliability.

Place, publisher, year, edition, pages
2014. Vol. 25, no 2, p. 349-356
Keywords [en]
web software, software reliability growth model (SRGM), change-point (CP), impulsive shocks, geometric Brownian motion
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:hig:diva-18367DOI: 10.1109/JSEE.2014.00040ISI: 000336513200020Scopus ID: 2-s2.0-84904513852OAI: oai:DiVA.org:hig-18367DiVA, id: diva2:769997
Available from: 2014-12-09 Created: 2014-12-09 Last updated: 2018-03-13Bibliographically approved

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Zhao, Ming

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard-cite-them-right
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • sv-SE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • de-DE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf