Incremental Trust in Grid Computing

Michael Hvalsøe Brinkløv; Robin Sharp

doi:10.1109/CCGRID.2007.63

Incremental Trust in Grid Computing

Michael Hvalsøe Brinkløv
, Robin Sharp

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Abstract

This paper describes a comparative simulation study of some incremental trust and reputation algorithms for handling behavioural trust in large distributed systems. Two types of reputation algorithm (based on discrete and Bayesian evaluation of ratings) and two ways of combining direct trust and reputation (discrete combination and combination based on fuzzy logic) are considered. The various combinations of these methods are evaluated from the point of view of their ability to respond to changes in behaviour and the ease with which suitable parameters for the algorithms can be found in the context of Grid computing systems.

Original language	English
Title of host publication	Seventh IEEE International Symposium on Cluster Computing and the Grid -- ccGrid07
Publisher	IEEE
Publication date	2007
Pages	135-144
ISBN (Print)	0-7695-2833-3
DOIs	https://doi.org/10.1109/CCGRID.2007.63
Publication status	Published - 2007
Event	7th IEEE International Symposium on Cluster Computing and the Grid - Rio de Janeiro, Brazil Duration: 14 May 2007 → 17 May 2007 Conference number: 7 https://ieeexplore.ieee.org/xpl/conhome/4215348/proceeding

Conference

Conference	7th IEEE International Symposium on Cluster Computing and the Grid
Number	7
Country/Territory	Brazil
City	Rio de Janeiro
Period	14/05/2007 → 17/05/2007
Internet address	https://ieeexplore.ieee.org/xpl/conhome/4215348/proceeding

Bibliographical note

Copyright: 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE

Keywords

grid computing
trust
security

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10.1109/CCGRID.2007.63

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title = "Incremental Trust in Grid Computing",

abstract = "This paper describes a comparative simulation study of some incremental trust and reputation algorithms for handling behavioural trust in large distributed systems. Two types of reputation algorithm (based on discrete and Bayesian evaluation of ratings) and two ways of combining direct trust and reputation (discrete combination and combination based on fuzzy logic) are considered. The various combinations of these methods are evaluated from the point of view of their ability to respond to changes in behaviour and the ease with which suitable parameters for the algorithms can be found in the context of Grid computing systems.",

keywords = "grid computing, trust, security",

author = "Brinkl{\o}v, \{Michael Hvals{\o}e\} and Robin Sharp",

note = "Copyright: 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE; 7th IEEE International Symposium on Cluster Computing and the Grid, CCGRID 2007 ; Conference date: 14-05-2007 Through 17-05-2007",

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AB - This paper describes a comparative simulation study of some incremental trust and reputation algorithms for handling behavioural trust in large distributed systems. Two types of reputation algorithm (based on discrete and Bayesian evaluation of ratings) and two ways of combining direct trust and reputation (discrete combination and combination based on fuzzy logic) are considered. The various combinations of these methods are evaluated from the point of view of their ability to respond to changes in behaviour and the ease with which suitable parameters for the algorithms can be found in the context of Grid computing systems.

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KW - trust

KW - security

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M3 - Article in proceedings

SN - 0-7695-2833-3

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ER -

Incremental Trust in Grid Computing

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Keywords

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