Quality driven Web services selection

Jian-Qiang Hu, Changguo Guo, Huaimin Wang, Peng Zou
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引用次数: 73

Abstract

The process-driven composition of Web services is emerging as a promising approach to the integration of business applications within and across organizational boundaries. To support rapid and dynamic composition of services, Web services that meet users' functional requirements must be able to be located and bounded dynamically from a large and constantly changing number of service providers based on their quality of service (Qos). In order to enable quality-driven Web service selection, it is necessary to make a rational and effective decision among a number of similar Web services based on Qos criteria and users' preference. In this paper, we present a decision model of Qos criteria called DQos for evaluating Web services, which consists of an extensible Qos model, decision modes and constraints. On basis of systematic studying Qos criteria of Web service, service selection is formulated as multiple attribute decision making (MADM) problem which can be solved by using subjective weight mode, single weight mode, objective weight mode and subjective-objective weight mode. At last, DQos model is proved to be feasible and effective by simulation experiments
质量驱动的Web服务选择
流程驱动的Web服务组合作为一种在组织边界内和跨组织边界集成业务应用程序的有前途的方法正在出现。为了支持服务的快速和动态组合,满足用户功能需求的Web服务必须能够根据其服务质量(Qos)从数量庞大且不断变化的服务提供者中动态定位和边界。为了支持质量驱动的Web服务选择,有必要根据Qos标准和用户偏好,在许多类似的Web服务中做出合理而有效的决策。本文提出了一种用于Web服务评价的Qos标准决策模型DQos,该模型由可扩展的Qos模型、决策模式和约束组成。在系统研究Web服务Qos标准的基础上,将服务选择表述为多属性决策问题,可采用主观权值模式、单权值模式、客观权值模式和主客观权值模式解决。最后,通过仿真实验验证了DQos模型的可行性和有效性
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