A quality of service aware multi-level strategy for selection of optimal web service

A. Akingbesote, M. Adigun, J. Oladosu, E. Jembere
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引用次数: 11

Abstract

The Utility-Infrastructure providers serve as an intermediary between the service providers and the service consumers. The challenge of selecting optimal Web service by these service providers based on service consumer's preference using aggregate, score or degree has been tackled to a certain extent where optimal service selection is done in the context of subjective criterion alone. One major challenge being faced by these providers is the selection of optimal Web service when there are ties with the used criterion where the performance alternatives have the same score. We propose a Quality of Service aware multi-level strategy for selection of optimal Web services for Utility-Infrastructure providers. To get optimal Web service selection, the service consumer's Quality of Service preference is compared with the Web service Quality of Service offerings. The offering that best matches the Quality of Service preference is taken to be the optimal one. We consider two alternative e-Market services for our Quality of Service driven service selection: the Information services and the Complex services. We concentrate on the Information services and our model uses the non deterministic Quality of Service metrics. In our experiment, we use Web service data set Quality of Service information as our input and the experimental results show that our proposed multilevel strategy model can satisfy service consumers' request based on our non-functional requirements.
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一种基于服务质量的多级优化web服务选择策略
公用事业基础设施提供者充当服务提供者和服务使用者之间的中介。这些服务提供者基于服务消费者的偏好(使用集合、分数或程度)选择最优Web服务的挑战已经在一定程度上得到了解决,其中最优服务选择仅在主观标准上下文中进行。这些提供者面临的一个主要挑战是,当使用的标准与性能备选方案得分相同时,如何选择最优Web服务。我们提出了一种服务质量感知的多层次策略,用于为公用事业基础设施提供商选择最佳Web服务。为了获得最佳的Web服务选择,将服务使用者的服务质量偏好与Web服务质量提供进行比较。与服务质量偏好最匹配的产品被认为是最优产品。我们考虑了两种可供选择的电子市场服务,即资讯服务和综合服务。我们将重点放在信息服务上,我们的模型使用不确定的服务质量度量。在我们的实验中,我们使用Web服务数据集服务质量信息作为输入,实验结果表明,我们提出的多层次策略模型能够满足基于我们的非功能需求的服务消费者的请求。
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