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Towards Dynamic Random Testing for Web Services

机译:迈向Web服务的动态随机测试

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摘要

In recent years, Service Oriented Architecture (SOA) has been increasingly adopted to develop applications in the context of Internet. To develop reliable SOA-based applications, an important issue is how to ensure the quality of Web services. In this paper, we propose a dynamic random testing (DRT) technique for Web services which is an improvement of the widely practiced random testing. We examine key issues when adapting DRT to the context of SOA and develop a prototype for such an adaptation. Empirical studies are reported where DRT is used to test two real-life Web services and mutation analysis is employed to measure the effectiveness. The experimental results show that DRT can save up to 24% test cases in terms of detecting the first seeded fault, and up to 21% test cases in terms of detecting all seeded faults, both with the cases of uniformed mutation analysis and distribution-aware mutation analysis, which refer to faults being seeded in an even or clustered way, respectively. The proposed DRT and the prototype provide an effective approach to testing Web Services.
机译:近年来,越来越多地采用面向服务的体系结构(SOA)来开发Internet上下文中的应用程序。要开发基于SOA的可靠应用程序,一个重要的问题是如何确保Web服务的质量。在本文中,我们提出了一种针对Web服务的动态随机测试(DRT)技术,它是对广泛实践的随机测试的改进。我们研究了将DRT适应SOA上下文时的关键问题,并开发了用于这种适应的原型。据实证研究报道,使用DRT来测试两个现实生活中的Web服务,并使用变异分析来衡量有效性。实验结果表明,在统一突变分析和分布感知的情况下,DRT可以在检测出第一个种子故障时节省多达24%的测试用例,在检测所有种子故障中节省多达21%的测试用例。突变分析,分别指以均匀或群集方式播种的断层。提议的DRT和原型为测试Web服务提供了一种有效的方法。

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