基于历史记录的qos感知服务组合优化方法

Wenmin Lin, Wanchun Dou, Xiangfeng Luo, Jinjun Chen
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引用次数: 40

摘要

服务的QoS性能可能会随着其内部变化或动态互联网环境的变化而发生相对频繁的演化,特别是在考虑到某些“故意”欺骗的情况下。因此,服务提供者不可能总是按照他们“承诺”的质量提供服务。针对这一挑战,本文研究了一种基于历史记录的服务优化方法——Hire Some。该方法旨在利用web服务的QoS历史记录,而不是使用服务提供者发布的暂定QoS值,从而提高服务组合计划的可信度。最后通过实例分析和实验验证了该方法的有效性。
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A History Record-Based Service Optimization Method for QoS-Aware Service Composition
The performance of a service's QoS may evolve relatively frequently with its internal changes or the changes of dynamic Internet environment, especially when some"intentional" deceptions are taken into consideration. Therefore, the service providers could not always deliver their services according to their "promised" quality. In view of this challenge, a history record-based service optimization method, named Hire Some, is investigated in this paper. This method aims at enhancing the credibility of service composition plan, taking advantage of a web service's QoShistory records, rather than using the tentative QoS values advertised by the service provider. At last, a case study and an experiment is presented for validating the method.
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