Reputation-based Cooperation in the Clouds

Alessandro Celestini, Alberto Lluch Lafuente, Philip Mayer, Stefano Sebastio, Francesco Tiezzi

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearch

Abstract

The popularity of the cloud computing paradigm is opening new opportunities for collaborative computing. In this paper we tackle a fundamental problem in open-ended cloud-based distributed computing platforms, i.e., the quest for potential collaborators. We assume that cloud participants are willing to share their computational resources for shared distributed computing problems, but they are not willing to disclose the details of their resources. Lacking such information, we advocate to rely on reputation scores obtained by evaluating the interactions among participants. More specifically, we propose a methodology to assess, at design time, the impact of different (reputation-based) collaborator selection strategies on the system performance. The evaluation is performed through statistical analysis on a volunteer cloud simulator.
Original languageEnglish
Title of host publicationTrust Management VIII : 8th IFIP WG 11.11 International Conference, IFIPTM 2014, Singapore, July 7-10, 2014. Proceedings
Publication date2014
Pages213-220
ISBN (Print)978-3-662-43812-1
ISBN (Electronic)978-3-662-43813-8
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event8th IFIP WG 11.11 International Conference on Trust Management - Singapore, Singapore
Duration: 7 Jul 201410 Jul 2014
Conference number: 8

Conference

Conference8th IFIP WG 11.11 International Conference on Trust Management
Number8
CountrySingapore
CitySingapore
Period07/07/201410/07/2014

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