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A file assignment strategy for parallel I/O system with minimum I/O contention probability

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Many solutions have been proposed to tackle the problem of assigning files in a parallel I/O system. The primary objective of the existing solutions is either to balance the load among disks or to minimize the service time variance at each disk, whereas the dynamic characteristics of the file requests which would access these files are ignored. The studies on the dynamic I/O behaviors of applications show that the file requests targeted on the different popular files situated in the same disk may temporally compete with each another for the same disk. Consequently, the performance gained from the parallelism of multiple disks is degraded because this type of I/O contention turns the parallel I/O into sequential one. Hence, how to minimize the I/O contention among the file requests should become one of the new objectives which the file assignment strategy should take into consideration. In order to address this issue, this study proposes a new static file assignment algorithm named MinCP for parallel I/O system. Through assigning files sorted in their access rates onto multiple disks in round-robin fashion, the MinCP aims to minimize the I/O contention probability among file requests, thereby optimizing the mean response time of these requests. The experiment results show that the MinCP achieves optimal performance on mean response time among the existing schemes for comparison.

Original languageEnglish
Title of host publicationGrid and Distributed Computing - International Conference, GDC 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2011, Proceedings
Pages445-454
Number of pages10
DOIs
StatePublished - 2011
EventInternational Conference on Grid and Distributed Computing, GDC 2011, Held as Part of the 3rd International Mega-Conference on Future-Generation Information Technology, FGIT 2011 - Jeju Island, Korea, Republic of
Duration: 8 Dec 201110 Dec 2011

Publication series

NameCommunications in Computer and Information Science
Volume261 CCIS
ISSN (Print)1865-0929

Conference

ConferenceInternational Conference on Grid and Distributed Computing, GDC 2011, Held as Part of the 3rd International Mega-Conference on Future-Generation Information Technology, FGIT 2011
Country/TerritoryKorea, Republic of
CityJeju Island
Period8/12/1110/12/11

Keywords

  • I/O contention probability
  • Parallel I/O system
  • file assignment algorithm
  • heuristic algorithms

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