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Design of Competitive Web Services Using QFD for Satisfaction of QoS Requirements

机译:使用QFD设计满足QoS要求的竞争性Web服务

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摘要

It is the key concern for service providers that how a web service stands out among functionally similar services. QoS is a distinct and decisive factor in service selection among functionally similar services. Therefore, how to design services to meet customers' QoS requirements is an urgent problem for service providers. This paper proposes an approach using QFD (Quality Function Deployment) which is a quality methodology to transfer services' QoS requirements into services' design attribute characteristics. Fuzzy set is utilized to deal with subjective and vague assessments such as importance of QoS properties. TCI (Technical Competitive Index) is defined to compare the technical competitive capacity of a web service with those of other functionally similar services in the aspect of QoS. Optimization solutions of target values of service design attributes is determined by GA (Genetic Algorithm) in order to make the technical performance of the improved service higher than those of any other rival service products with the lowest improvement efforts. Finally, we evaluate candidate improvement solutions on cost-effectiveness. As the output of QFD process, the optimization targets and order of priority of service design attributes can be used as an important basis for developing and improving service products.
机译:服务提供商最关心的是Web服务在功能相似的服务中如何脱颖而出。 QoS是功能相似的服务之间的服务选择中的一个决定性因素。因此,如何设计服务以满足客户的QoS要求是服务提供商迫切的问题。本文提出了一种使用QFD(质量功能部署)的方法,该方法是一种将服务的QoS要求转换为服务的设计属性特征的质量方法。模糊集用于处理主观和模糊评估,例如QoS属性的重要性。定义TCI(技术竞争力指数)是为了比较QoS方面的Web服务的技术竞争力和其他功能相似的服务的技术竞争力。服务设计属性目标值的优化解决方案由GA(遗传算法)确定,以使改进后的服务的技术性能高于其他任何花费最少的改进服务的竞争对手服务产品。最后,我们评估成本效益方面的候选改进解决方案。作为QFD流程的输出,服务设计属性的优化目标和优先级顺序可以用作开发和改进服务产品的重要基础。

著录项

  • 来源
    《IEICE Transactions on Information and Systems》 |2013年第3期|634-642|共9页
  • 作者单位

    The authors are with the State Key Laboratory of Software Development Environment University of BUAA, Beijing, China;

    The authors are with the State Key Laboratory of Software Development Environment University of BUAA, Beijing, China;

    The authors are with the State Key Laboratory of Software Development Environment University of BUAA, Beijing, China;

    The authors are with the State Key Laboratory of Software Development Environment University of BUAA, Beijing, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    QFD; GA; fuzzy set theory; web service; QoS;

    机译:QFD;GA;模糊集理论;网络服务;服务质量;

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