Dynamic selection of composite Web services based on a new structured TCNN | IEEE Conference Publication | IEEE Xplore

Dynamic selection of composite Web services based on a new structured TCNN


Abstract:

In order to realize a high quality and good performance service composition, we propose new QoS driven dynamic selection of composite Web services, which takes account of...Show More

Abstract:

In order to realize a high quality and good performance service composition, we propose new QoS driven dynamic selection of composite Web services, which takes account of both the QoS properties and interface parameter matching degree. When doing the selection, we are aware that the task is more or less a multistage decision making process. Motivated by transiently chaotic neural network high parallel performance and powerful computation ability, a new structured transiently chaotic neural network algorithm is proposed. In order to make this algorithm more adaptable for the multistage decision making problem, we propose a new structured neural network to express the composed service instead of using traditional neural networks, which minimizes the neurons involved and shows higher performance. Finally, through experimentation one can find that the method proposed in this paper is more practical and effective than others.
Date of Conference: 20-21 October 2005
Date Added to IEEE Xplore: 12 December 2005
Print ISBN:0-7695-2438-9
Conference Location: Beijing, China

1. Introduction

The paradigmatic shift from a Web of manual interactions to a Web of programmatic interactions by Web Services is creating unprecedented opportunities for the formation of online Business-to-Business collaborations. In particular, the creation of valued-added services by composition of existing ones is gaining a significant momentum. Since many available Web Services provide overlapping or identical functionality, albeit with different non-functional properties, a choice needs to be made to determine which services are to participate in a given composite service [1].

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References

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