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A mathematical framework for semantic Web service composition with application to modular product design.

机译:用于语义Web服务组合的数学框架及其在模块化产品设计中的应用。

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摘要

Web services applications prevail in mobile devices such as the iPhone and Blackberry as well as among numerous networked computers. Web services are a state-of-the-art, leading technology based on Service Oriented Architecture in the World Wide Web environment. Each Web service is described in a standard language, such as WSDL (Web Service Definition Language), and is published in a global registry called UDDI (Universal Description, Discovery, and Integration). Individual users or software agents invoke Web services based on the Web service descriptions registered with UDDI. A simple information or service request can be fulfilled by a single Web service, but complicated requests cannot be satisfied by a single Web service. Consequently, a composition of multiple Web services in an appropriate sequence is required.;As the number of Web services increases in dynamic business environments, the automation of Web service composition becomes an essential feature for commercial Web services. Automatic Web service composition software should be able to consider not only functional requirements, but also quality of service (QoS) aspects. Functional requirements force the composition software to generate feasible solutions, while QoS aspects make the composition software satisfy user objectives, such as cost, time, or reliability.;Web service composition problems can be classified in two ways: (1) syntactically and (2) semantically. Semantic issues have recently presented challenges to Web service composition. Due to insufficient understanding of semantics, Web service composition solutions can be inferior, or even impossible to generate.;In this research, a mathematical solution framework that guarantees the optimal solution to semantic Web service composition is introduced. The Integer Programming (IP) based mathematical framework considers not only functional requirements but also QoS aspects of Web service composition. Furthermore, the framework can incorporate semantics-processing mechanisms into its IP formulation. The proposed approach guarantees the optimality of the solutions from both syntactic and semantic perspectives.;Finally, a k-best solution method for Web service composition is presented. Using k-best solutions provides a holistic view of the Web service composition solution space rather than a myopic view that is focused only on the optimal solution. Knowing k-best solutions and the summary statistics among them (such as the range of objective values) provides a broader view when composing Web services.;Key words: Web service composition, Semantic Web, Integer Programming, quality of service, k-best solution approach.
机译:Web服务应用程序在iPhone和Blackberry等移动设备以及众多联网计算机中盛行。 Web服务是基于万维网环境中面向服务的体系结构的最先进的领先技术。每个Web服务均以诸如WSDL(Web服务定义语言)之类的标准语言描述,并在称为UDDI(通用描述,发现和集成)的全局注册表中发布。各个用户或软件代理根据在UDDI中注册的Web服务描述来调用Web服务。单个Web服务可以满足简单的信息或服务请求,但是单个Web服务不能满足复杂的请求。因此,需要按适当的顺序组合多个Web服务。随着动态业务环境中Web服务数量的增加,Web服务组合的自动化成为商业Web服务的基本功能。自动Web服务组合软件不仅应考虑功能要求,而且还应考虑服务质量(QoS)方面。功能需求迫使组合软件生成可行的解决方案,而QoS方面使组合软件满足用户目标,例如成本,时间或可靠性。Web服务组合问题可以通过两种方式进行分类:(1)语法上和(2) )。语义问题最近对Web服务组合提出了挑战。由于对语义的理解不足,Web服务组合解决方案可能会劣等甚至无法生成。;在本研究中,介绍了一种数学解决方案框架,该框架可确保对语义Web服务组合的最佳解决方案。基于整数编程(IP)的数学框架不仅考虑功能要求,还考虑Web服务组合的QoS方面。此外,该框架可以将语义处理机制纳入其IP形式。该方法从语法和语义两个角度保证了解决方案的最优性。最后,提出了一种用于Web服务组合的k最优解方法。使用k-best解决方案可提供Web服务组合解决方案空间的整体视图,而不是仅关注最佳解决方案的近视视图。了解k-best解决方案以及其中的摘要统计信息(例如目标值的范围)在组合Web服务时提供了更广阔的视野。关键词:Web服务组合,语义Web,整数编程,服务质量,k-best解决方法。

著录项

  • 作者

    Yoo, Jung-Woon.;

  • 作者单位

    The Pennsylvania State University.;

  • 授予单位 The Pennsylvania State University.;
  • 学科 Information Technology.;Engineering Industrial.;Computer Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 127 p.
  • 总页数 127
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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