支持虚拟组织的网格环境下基于聚类分析的信任模型

Xudong Ni, Junzhou Luo
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引用次数: 8

摘要

网格计算是为了在动态的、不同的虚拟组织中实现协调的资源共享,这些虚拟组织由不同于传统组织的网格实体组成。在这种动态、异构和不可预测的网格环境中,网格安全必须保证对网格服务的安全授权访问。目前主要的安全解决方案是将信任作为网格计算的重要因素,实现未知实体之间的协作。然而,大多数研究工作都继承了点对点网络的信任概念,并不能准确地满足网格环境下的需求。本文提出了一种多虚拟组织信任评估方法。该信任模型的独特之处在于将VO信任关系引入到传统网格实体中,从而更有效、动态地共享网格资源。此外,该方法利用聚类分析来评估网格实体在虚拟对象中的信任度,并利用加权路径来计算信任传递性。仿真结果表明,该方法提高了网格系统的整体性能。
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A Clustering Analysis Based Trust Model in Grid Environment Supporting Virtual Organizations
Grid computing is to enable coordinated resource sharing in dynamic, distinct virtual organizations, which are consisted of different grid entities from traditional organizations. Grid security must ensure secure and authorized access to grid services in such dynamic, heterogeneous and unpredictable gird environment. The main current security solution is applying trust as an important factor to the gird computing to realize cooperation between unknown entities.However, most of the research work inherites the conception of trust from peer-to-peer network and is not accurately satsified the requirements in grid environemnt. In this paper, we propose a multi-virtual organizations trust evaluation method. The unique feature of our trust model is that introducing VO trust relationship into traditional grid entities, with which we can more effectively and dynamically share grid resources. In addition the new method uses clustering analysis to evaluate grid entities' trust in VOs and a weighted path to compute transitivity of trust. The simulation result shows that it improves the overall performance of grid system.
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