SOA中面向QoS的web服务组合与优化

Bing Liu, Yuliang Shi, Haiyang Wang
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引用次数: 5

摘要

近年来,随着SOA的惊人发展,web服务得到了迅速发展,而许多web服务提供相同的功能。因此,如何选择web服务来组成服务组合以满足SOA中的业务需求一直备受关注。目前,服务组合能否满足用户的服务质量(QoS)需求成为衡量服务组合优劣的重要标准。然而,现有的研究方法忽略了业务流程结构对服务组合QoS的影响。业务流程是用户根据业务需要制定的,描述了调用web服务的方式,其结构影响着服务组合中QoS的计算。本文提出了一种基于用户初始业务流程结构的面向QoS的web服务组合与优化算法。该算法根据不同业务流程结构中各QoS属性合并方法的差异,对初始业务组合计划进行重复优化。通过一系列实验验证了该算法对服务组合优化的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
QoS oriented web service composition and optimization in SOA
In recent years, web services have developed rapidly along with the amazing development of SOA, while many web services provide the same function. Thus, it has been attracting substantial attention that how to choose web services to make a service composition in order to satisfy the business needs in SOA. At present, whether the service composition can meet the Quality-of-Service (QoS) needs of the users or not becomes an important criterion. However, existing research methods overlooked the effect of business process structure on the QoS of service composition. Business process is made by the users according to the business needs and describes the way to call web services, the structure of which affects the calculation of QoS in service composition. This paper proposes an algorithm of QoS oriented web service composition and optimization based on the initial business process structure made by the users. The algorithm optimizes the initial service composition plan repeatedly in dependence on the difference of merging methods for each QoS property in different business process structures. The effect of the algorithm to optimize the service composition was given in a series of experiments.
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