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Reliable Execution Based on CPN and Skyline Optimization for Web Service Composition

机译:基于CPN和Skyline优化的Web服务组合可靠执行

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摘要

With development of SOA, the complex problem can be solved by combining available individual services and ordering them to best suit user's requirements. Web services composition is widely used in business environment. With the features of inherent autonomy and heterogeneity for component web services, it is difficult to predict the behavior of the overall composite service. Therefore, transactional properties and nonfunctional quality of service (QoS) properties are crucial for selecting the web services to take part in the composition. Transactional properties ensure reliability of composite Web service, and QoS properties can identify the best candidate web services from a set of functionally equivalent services. In this paper we define a Colored Petri Net (CPN) model which involves transactional properties of web services in the composition process. To ensure reliable and correct execution, unfolding processes of the CPN are followed. The execution of transactional composition Web service (TCWS) is formalized by CPN properties. To identify the best services of QoS properties from candidate service sets formed in the TCSW-CPN, we use skyline computation to retrieve dominant Web service. It can overcome that the reduction of individual scores to an overall similarity leads to significant information loss. We evaluate our approach experimentally using both real and synthetically generated datasets.
机译:随着SOA的发展,可以通过组合可用的单个服务并对其进行排序以最适合用户的需求来解决复杂的问题。 Web服务组合被广泛用于商业环境中。由于组件Web服务具有固有的自治性和异构性,因此很难预测整个组合服务的行为。因此,事务属性和非功能服务质量(QoS)属性对于选择要参与组合的Web服务至关重要。事务属性可确保复合Web服务的可靠性,而QoS属性可从一组功能上等效的服务中识别最佳候选Web服务。在本文中,我们定义了一个彩色Petri网(CPN)模型,该模型在组合过程中涉及Web服务的事务属性。为了确保可靠和正确的执行,请遵循CPN的展开过程。事务组合Web服务(TCWS)的执行由CPN属性形式化。为了从TCSW-CPN中形成的候选服务集中确定QoS属性的最佳服务,我们使用天际线计算来检索主导的Web服务。可以克服的是,将个人分数降低到总体相似度会导致大量信息丢失。我们使用真实和综合生成的数据集通过实验评估我们的方法。

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