Qos-aware Automatic Web Service Composition Considering QoS Correlations

Web service composition is the process of automatically arranging multiple services into workflow so as to supply complex user needs. With the rapid increase in the number of Web services, it's beyond the human ability to generate the composition result manually, which further indicates the importance of automatic service composition. Besides, it's essential that not only functional needs but also non-functional requirements need to be satisfied in the composition process. The QoS-aware automatic service composition has received considerable attention and made a lot of progress, but it's rare to consider the QoS correlations which are essential in actual application. Thus, in this paper, we take QoS correlations between services into account and propose a novel approach to address the QoS-aware automatic service composition problem. Evaluations show that, compared to the state of the art, our method can address QoS correlations between services and generate the service composition with optimal QoS values more efficiently.