面向云服务组合的qos感知服务选择方法

Huihui Bao, Wanchun Dou
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引用次数: 40

摘要

由于web服务的数量不断增加,许多最近的研究都在解决基于非功能方面的服务选择问题。然而,大多数关于基于qos的服务组合的现有工作都将服务组合中引用的服务视为彼此独立的服务,并且通常忽略了它们之间的相关性。实际上,云环境中服务提供商提供的服务并不是隔离的,彼此之间也不是无关的。针对这一具有挑战性的问题,我们使用有限状态机(FSM)来规定这些web服务的合法调用顺序,并提出了一种改进的基于树修剪的算法来创建web服务组合树(WSCT)。在生成所有可行的执行路径后,使用简单加性加权(SAW)技术选择最优路径。最后,通过实验验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A QoS-Aware Service Selection Method for Cloud Service Composition
Many recent studies have been addressing the service selection problem based on non-functional aspects due to the ever-increasing number of web services. However, most existing works about QoS-based service composition treat the services referred in service composition as independent ones from each other, and their correlations are usually ignored. In reality, the services supplied by service providers in cloud environment are not segregate and irrelevant with each other. In view of this challenging problem, we use Finite State Machine (FSM) to prescribe the legal invocation orders of these web services, also an improved Tree-pruning-based algorithm is proposed to create the Web Service Composition Tree (WSCT). After generating all of the feasible execution paths, a Simple Additive Weighting (SAW) technique is used to select an optimal one. At last, an experiment is presented for validating the performance of the method.
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