Reputation Distribution Based on Structure-Related Importance in Services Composition

Shiting Wen, Qing Li, Lihua Yue, An Liu, Chaogang Tang
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引用次数: 4

Abstract

A reputation mechanism is critical for a distributed service environment. A customer can select the optimal services to compose a value-added composite service based on services' reputation. However, a composite service obtains only one score (or feedback) after every invocation. In order to compute the reputation of every component service, it is necessary for the composite service to distribute this score to its component services. How to achieve a fair distribution is a challenging issue, as each component service may perform differently in contributing to the success or failure of the composite service. Although several efforts have been made for this problem, they do not consider the structure information of composition, which makes the distribution unfair. Therefore, in this paper, we propose a fair score distribution framework which combines the structure-related importance of component services and their runtime performance. Experimental results show that our approach can achieve a more reasonable and fair score distribution than existing methods.
服务组合中基于结构相关重要性的声誉分布
声誉机制对于分布式服务环境至关重要。客户可以根据服务的信誉选择最优的服务组成增值组合服务。但是,复合服务在每次调用之后只获得一个分数(或反馈)。为了计算每个组件服务的声誉,组合服务有必要将这个分数分配给它的组件服务。如何实现公平的分配是一个具有挑战性的问题,因为每个组件服务在对组合服务的成功或失败做出贡献方面的表现可能不同。尽管针对这一问题已经做了一些努力,但它们没有考虑到成分的结构信息,这使得分布不公平。因此,在本文中,我们提出了一个公平分数分配框架,该框架结合了组件服务的结构相关重要性及其运行时性能。实验结果表明,该方法可以实现比现有方法更合理、公平的分数分配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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