面向云SaaS的基于遗传算法的web服务组合优化

Ali M. Bentaleb, Ahmed Ettalbi
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引用次数: 7

摘要

如今,云计算提供多种web服务供用户使用;这些web服务可以实现相同的功能,但服务质量可能不同。提供商倾向于通过组合来自云的原始web服务来提供更复杂的web服务。因此,一个重要的研究问题是如何从服务集合中选择最佳候选服务,并考虑到客户和提供商所达成的服务水平协议的尊重。在本文中,我们提出了一个基于SaaS的组合模型,该模型同时考虑了服务的QoS和云环境。我们还提出了一种基于遗传算法的web服务组合方法,以最大限度地减少对SLA的违反。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward Cloud SaaS for web service composition optimization based on genetic algortihm
Cloud computing nowadays offers multiple web services for use; these web services could do the same functionalities but may differ in quality of service. Providers tend to offer more complex web services through combining raw web services from the cloud. Therefore, a significant research problem is how to select the best candidate service from a collection of services and to take into account the respect of service level agreement made by the customer and the provider. In our paper, we propose a composition model based on SaaS that takes both QoS of service and cloud environment into consideration. We also propose a web service composition approach based on genetic algorithm for web services in order to minimize the SLA violations.
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