FR trust: a fuzzy reputation-based model for trust management in semantic P2P grids

被引:77
|
作者
Javanmardi, Saeed [1 ]
Shojafar, Mohammad [2 ]
Shariatmadari, Shahdad [3 ]
Ahrabi, Sima S. [4 ]
机构
[1] Islamic Azad Univ, Dept Comp Engn, Dezful Branch, Dezful, Iran
[2] Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun DIET, Rome, Italy
[3] Univ Putra Malaysia, Dept Comp Sci & Informat Technol, Serdang, Malaysia
[4] Univ Teknol Malaysia, Fac Sci, Dept Math, Skudai 81310, Johor, Malaysia
关键词
fuzzy theory; ontology; P2P grid; trust; reputation;
D O I
10.1504/IJGUC.2015.066397
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A P2P grid is a special case of grid networks in which P2P communications are used for communication between nodes and trust management. This technology allows creation of a network with greater distribution and scalability. Semantic grids have appeared as an expansion of grid networks in which rich resource metadata are revealed and clearly handled. In a semantic P2P grid, nodes are clustered into different groups based on the semantic similarities between their services. This paper proposes a reputation model for trust management in a semantic P2P grid. We use fuzzy theory, in a trust overlay network named FR TRUST that models the network structure and the storage of reputation information. We present a reputation collection and computation system for semantic P2P grids. The system uses fuzzy theory to compute a peer trust level, which can be either: low, medium, or high. Experimental results demonstrate that FR TRUST combines desirable good computational complexity with high-ranking accuracy.
引用
收藏
页码:57 / 66
页数:10
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