基于多代理的web服务选择协商系统

Raja Bellakhal, K. Ghédira
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引用次数: 1

摘要

web服务选择是在服务描述和客户端特定需求(包括QoS参数)之间查找匹配的过程。实际上,这些参数是动态的,将它们视为静态会对系统的可靠性产生不利影响。为了使QoS参数动态化,协商对web服务选择过程的成功率有积极的影响,因此成为一种相关的工具。然而,现有的工作没有考虑到现实人类互动的重要特征,包括并发协商过程之间存在的依赖关系,以及混合和动态协商方面。在本文中,我们证明了在实现选择系统时忽略这些方面会导致其性能下降。我们提出了一种基于混合协商的web服务选择代理系统来解决这些问题。实验结果表明,该方法在输出质量和CPU时间方面优于现有方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-agent-based negotiation system for web service selection
The web service selection is the process of finding matches between the service descriptions and the client's specific needs including the QoS parameters. Actually, these parameters are dynamic and considering them static affects negatively the system's reliability. To make dynamic the QoS parameters, negotiation appears a relevant tool as it positively influences the success rate of the web service selection process. However, existing works do not consider important characteristics of the real humans' interactions including dependencies existing between the concurrent negotiation processes, and the hybrid as well as the dynamic negotiation aspects. In this paper, we show that omitting these aspects while implementing a selection system incurs degradation on its performance. We propose a web service selection agent system based on a hybrid negotiation that solves these drawbacks. The experimental results show that the proposed approach outperforms the existing approaches in terms of the outputs quality and the CPU time.
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