Scoring model for availability of volatile hosts in volunteer computing environment

Petronas Peyvandi, R. Ahmad, M. Nordin Zakaria

Research output: Contribution to journalArticlepeer-review

Abstract

Volunteer Computing systems (VC) use the idle computing resources which are composed of unreliable volunteers whose exhibit volatile behavior and often they are not available because of the autonomy nature of owners. Scientific experiments that use internet-connected computers are internet based VC projects. However, the volatility of volunteer is significant challenge in VC and it is effective on applications that are using these types of hosts. Therefore, investigating resource characterization in order to derive efficient factors of host’s availability is needed to improve VC systems. Factors analysis of hosts is fruitful in making better decision for job scheduler in order to improve system’s performance. The purpose of this paper is determination the availability score model for volatile hosts according to statistical analysis of host’s factors from actual occurrence trace data set. This study is proved the relationship across host’s factors then it is proposed Scoring Availability Model.

Original languageEnglish
Pages (from-to)293-301
Number of pages9
JournalJournal of Theoretical and Applied Information Technology
Volume70
Issue number2
Publication statusPublished - 2014
Externally publishedYes

Keywords

  • CPU availability
  • Resource characterization
  • Scoring model
  • Volunteer computing

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