4.6 Article

An approach for composite web service selection based on DGQoS

期刊

出版社

SPRINGER LONDON LTD
DOI: 10.1007/s00170-011-3230-9

关键词

Virtual enterprise; Quality of service; Composite web service; Max-min ant system; Culture algorithm

资金

  1. National Natural Science Foundation of China [60805022]
  2. National High-Tech Research and Development Plan of China [2007AA01Z178]

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Virtual enterprise is a temporary network of independent companies or enterprises that can quickly bring together to fulfill a value-added task. With the development of Web service technologies, the enterprise business systems can be encapsulated as Web services. Establishing a virtual enterprise is actually a process of Web services composition. As more and more Web services are available, many Web services with different quality of service (QoS) can be found for tasks of the composite Web service. Thus, a significant research problem in Web service composition is how to select the correct Web services for tasks such that the composite Web service gives the best overall quality. In this paper, we propose an approach to achieve Web services selection efficiently with excellent comprehensive quality. Firstly, a comprehensive evaluation model based on generic QoS (GQoS) and domain QoS (DQoS) of composite Web service is established. Secondly, a novel optimization algorithm named culture max-min ant system (C-MMAS) is constructed to solve the problem of Web service selection based on DGQoS. Simulations show that when used in Web service selection, C-MMAS is better than ant colony optimization algorithm and MMAS in efficiency.

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