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QoS-Aware Web Services Selection Based on Fuzzy Dominance

机译:基于模糊优势的QoS感知Web服务选择

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The selection of an appropriate web service for a particular task has become a difficult challenge due to the increasing number of web services offering similar functionalities. Quality of web services (QoS) becomes crucial for selecting web services among functionally similar components. However, it remains difficult to select an interesting Web services from a large number of candidates with a good compromise between multiples QoS aspect. In this paper, we propose a novel concept based on dominance degree to rank functionally similar services. We rank Web services by using a fuzzification of Pareto dominance called Average-Fuzzy-Dominated-Score(AF DetS()). We demonstrate the effectiveness of the AFDetS through a set of simulations by using a real Dataset.
机译:由于提供相似功能的Web服务数量不断增加,为特定任务选择合适的Web服务已成为一项艰巨的挑战。 Web服务的质量(QoS)对于在功能相似的组件中选择Web服务至关重要。然而,仍然难以从大量候选者中选择有趣的Web服务,并且在多个QoS方面进行了很好的折衷。在本文中,我们提出了一种基于优势度的新概念来对功能相似的服务进行排名。我们通过使用对Pareto优势的模糊化来对Web服务进行排名,该模糊化被称为Average-Fuzzy-Dominated-Score(AF DetS())。我们通过使用真实的数据集进行一组模拟来证明AFDetS的有效性。

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