Towards Trust-Aware Resource Management in Grid Computing Systems

Farag Azzedin, Muthucumaru Maheswaran
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引用次数: 177

Abstract

Resource management is a central part of a Grid computing system. In a large-scale wide-area system such as the Grid, security is a prime concern. One approach is to be conservative and implement techniques such as sandboxing, encryption, and other access control mechanisms on all elements of the Grid. However, the overhead caused by such a design may negate the advantages of Grid computing. This study examines the integration of the notion of "trust" into resource management such that the allocation process is aware of the security implications. We present a formal definition of trust and discuss a model for incorporating trust into Grid systems. As an example application of the ideas proposed, a resource management algorithm that incorporates trust is presented. The performance of the algorithm is examined via simulations.
面向网格计算系统的信任感知资源管理
资源管理是网格计算系统的核心部分。在像网格这样的大规模广域系统中,安全性是首要考虑的问题。一种方法是保守地在网格的所有元素上实现沙箱、加密和其他访问控制机制等技术。然而,这种设计造成的开销可能会抵消网格计算的优势。本研究考察了将“信任”概念整合到资源管理中,从而使分配过程意识到安全影响。本文给出了信任的正式定义,并讨论了将信任纳入网格系统的模型。作为所提思想的一个应用实例,给出了一个包含信任的资源管理算法。通过仿真验证了该算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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