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Best Web Service Selection Based on the Decision Making Between QoS Criteria of Service

机译:基于QoS服务标准的决策的最佳Web服务选择

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Recently, extensive studies have been carried out on web service standards because of the necessity of developing large-scale applications in open environments. In particular, they enable services to be dynamically bound. However, current techniques fail to address the critical problem of selecting the right service instances. Service selection should be determined based on customer preferences and service level. We propose a best web service selection method which helps to find a service provider providing the optimal quality. Web service selection process was described with multi-criteria decision making approach(e.g. PROMETHEE) on the basis of evaluated values of qualities and the denned service level. The PROMETHEE method has advantages in comparison with the others(e.g. MAUT, AHP) as follows. First, the PROMETHEE method classifies alternatives which is difficult to be compared because of a trade-off relation of evaluation standards as non-comparable alternatives. Second, the PROMETHEE method is different from the AHP method in that there's no need to perform a pair-wise comparison again when comparative alternatives are added or deleted. Therefore, this method is a suitable approach in the web service selection problem. Because the problem has a lot of quality parameters which are measured and evaluated at the same time and frequently induces a drop of another quality parameter by the improvement of one quality attribute. Consequently, our approach enables applications to be dynamically configured at runtime in a manner that continually adapts to the preferences of the customers. We verify our approach through case study.
机译:最近,由于在开放环境中开发了大规模应用的必要性,已经在Web服务标准上进行了广泛的研究。特别是,它们使得能够动态绑定服务。但是,当前技术无法解决选择正确的服务实例的关键问题。应根据客户偏好和服务级别确定服务选择。我们提出了一种最佳的Web服务选择方法,有助于找到提供最佳质量的服务提供商。基于评估的品质价值和被判定的服务水平,用多标准决策方法(例如,丙烯)描述了Web服务选择过程。与其他人(例如Maut,AHP)相比,普通方法具有如下的优点。首先,普通方法分类难以比较的替代方案,因为评估标准作为不可​​比较的替代方案的权衡关系。其次,临时方法与AHP方法不同,因为当添加或删除比较替代方案时,不需要再次执行成对比较。因此,该方法是Web服务选择问题中的合适方法。因为问题具有大量的质量参数,其同时测量和评估,并且通过改进一个质量属性来频繁地引起另一个质量参数。因此,我们的方法使应用程序能够以不断适应客户偏好的方式在运行时动态配置。我们通过案例研究验证我们的方法。

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