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

机译:FRTRUsT:一种基于模糊信誉的语义信任管理模型   p2p网格

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摘要

Grid and peer-to-peer (P2P) networks are two ideal technologies for filesharing. A P2P grid is a special case of grid networks in which P2Pcommunications are used for communication between nodes and trust management.Use of this technology allows creation of a network with greater distributionand scalability. Semantic grids have appeared as an expansion of grid networksin which rich resource metadata are revealed and clearly handled. In a semanticP2P grid, nodes are clustered into different groups based on the semanticsimilarities between their services. This paper proposes a reputation model fortrust management in a semantic P2P Grid. We use fuzzy theory, in a trustoverlay network named FR TRUST that models the network structure and thestorage of reputation information. In fact we present a reputation collectionand computation system for semantic P2P Grids. The system uses fuzzy theory tocompute a peer trust level, which can be either: Low, Medium, or High. Ourexperimental results demonstrate that FR TRUST combines low (and thereforedesirable) a good computational complexity with high ranking accuracy.
机译:网格和对等(P2P)网络是用于文件共享的两种理想技术。 P2P网格是网格网络的一种特殊情况,其中P2P通信用于节点之间的通信和信任管理。使用此技术可以创建具有更大分布和可伸缩性的网络。语义网格作为网格网络的扩展而出现,其中丰富的资源元数据被揭示并得到了清晰的处理。在语义P2P网格中,基于节点之间服务之间的语义相似性,将节点分为不同的组。本文提出了一种语义P2P网格信任管理的信誉模型。我们在名为FR TRUST的信任覆盖网络中使用模糊理论,该网络对网络结构和信誉信息的存储进行建模。实际上,我们提出了语义P2P网格的信誉收集和计算系统。系统使用模糊理论来计算对等信任级别,可以是:低,中或高。我们的实验结果表明,FR TRUST将低(因此是理想的)良好的计算复杂度与高排名精度结合在一起。

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