Reputation-based resource allocation in market-oriented distributed systems

Masnida Hussin*, Young Choon Lee, Albert Y. Zomaya

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Citations (Scopus)

Abstract

The scale of the parallel and distributed systems (PDSs), such as grids and clouds, and the diversity of applications running on them put reliability a high priority performance metric. This paper presents a reputation-based resource allocation strategy for PDSs with a market model. Resource reputation is determined by availability and reliable execution. The market model helps in defining a trust interaction between provider and consumer that leverages dependable computing. We also have explicitly taken into account data staging and its delay when making the decisions. Results demonstrate that our approach significantly increases successful execution, while exploiting diversity in tasks and resources.

Original languageEnglish
Title of host publicationAlgorithms and Architectures for Parallel Processing
Subtitle of host publication11th International Conference, ICA3PP, Melbourne, Australia, October 24-26, 2011, Proceedings, Part 1
EditorsYang Xiang, Alfredo Cuzzocrea, Michael Hobbs, Wanlei Zhou
Place of PublicationHeidelberg
PublisherSpringer, Springer Nature
Pages443-452
Number of pages10
ISBN (Electronic)9783642246500
ISBN (Print)9783642246494
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event11th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2011 - Melbourne, VIC, Australia
Duration: 24 Oct 201126 Oct 2011

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg
Volume7016
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other11th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2011
CountryAustralia
CityMelbourne, VIC
Period24/10/1126/10/11

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  • Cite this

    Hussin, M., Lee, Y. C., & Zomaya, A. Y. (2011). Reputation-based resource allocation in market-oriented distributed systems. In Y. Xiang, A. Cuzzocrea, M. Hobbs, & W. Zhou (Eds.), Algorithms and Architectures for Parallel Processing: 11th International Conference, ICA3PP, Melbourne, Australia, October 24-26, 2011, Proceedings, Part 1 (pp. 443-452). (Lecture Notes in Computer Science; Vol. 7016). Heidelberg: Springer, Springer Nature. https://doi.org/10.1007/978-3-642-24650-0_38