基于多级阈值的云计算信任计算机制

M. Firdhous, O. Ghazali, S. Hassan
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引用次数: 27

摘要

云计算被认为是一种新的计算范式,它将使计算成为一种实用工具。随着云计算的广泛接受,包括计算能力、存储、开发平台和应用在内的计算资源将以服务的形式提供。迄今为止,计算资源被视为资本项目,客户过去常常像购买其他产品一样为这些资源付费。云计算改变了这一切,消费者只需为所消耗的东西付费,这与其他服务或实用程序类似。当云计算变得更加流行时,不同的供应商将以不同的质量和价格提供不同的服务。因此,客户将不得不识别不同服务提供商提供的质量差异,并需要根据自己的需求选择合适的服务提供商。信任管理体系将根据客户的要求和服务提供商的能力来匹配服务提供商和客户。本文提出了一种基于系统响应时间度量服务性能的信任管理系统和信任演化机制。提出的机制基于保证(置信度)级别为不同的服务级别需求制定信任分数。因此,该机制适用于针对所有服务级别的单个信任评分管理多个服务级别。此外,所提出的机制是自适应的,因为它可以根据系统的性能不断修改分数。在模拟环境中对所提出的机制进行了测试,结果令人满意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A trust computing mechanism for cloud computing with multilevel thresholding
Cloud computing has been considered the new computing paradigm that would make the computing a utility. With the widespread acceptance of cloud computing, computing resources including computational power, storage, development platform and applications will be available as services. Hitherto computing resources were considered capital items and customers used to pay for these resources as for any other product. Cloud computing changes all these and consumers will pay only for what is consumed similar to other services or utilities. When cloud computing becomes more popular, different vendors would provide different services at different levels of qualities and prices. Hence customers will have to identify the differences in quality offered by different service providers and need to select the right service provider based on their requirements. A trust management system will match the service providers and the customers based on the requirements customers and the capabilities of service providers. In this paper, the authors propose a trust management system along with a trust evolution mechanism that can be used to measure the performance of services based on the response time of systems. The proposed mechanism formulates trust scores for different service level requirements based on assurance (confidence) levels. Hence this mechanism is suitable for managing multiple service levels against single trust score for all the service levels. Also the proposed mechanism is adaptive as it continuously modifies the scores based on the performance of the system. The proposed mechanism has been tested in a simulated environment and the results are found to be satisfactory.
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