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A cloud service selection model using improved ranked voting method

机译:使用改进的排序投票法的云服务选择模型

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摘要

Cloud computing is an upcoming and promising solution for utility computing that provides resources on demand. As it has grown into a business model, a large number of cloud service providers exist today in the cloud market, which further is expanding exponentially. Many cloud service providers, with almost similar functionality, pose a selection problem to the cloud users. To assist the users in the best service selection, as per its requirement, a framework has been developed in which users list their quality of service (QoS) expectation, while service providers express their offerings. Experience of the existing cloud users is also taken into account in order to select the best cloud service provider. This work identifies some new QoS metrics, besides few existing ones, and defines it in a way that eases both the user and the provider to express their expectations and offers, respectively, in a quantified manner. Further, a dynamic and flexible model, using a variant of ranked voting method, is proposed that considers users' requirement and suggests the best cloud service provider. Case studies affirm the correctness and the effectiveness of the proposed model. Copyright © 2016 John Wiley & Sons, Ltd.
机译:云计算是用于公用计算的按需提供资源的即将到来且有希望的解决方案。随着其发展成为一种商业模式,当今云市场中存在大量的云服务提供商,并且其呈指数级增长。许多具有几乎相似功能的云服务提供商向云用户提出了选择问题。为了帮助用户根据其需求进行最佳服务选择,已经开发了一个框架,在该框架中,用户列出了他们的服务质量(QoS)期望值,而服务提供商则表示他们的产品。为了选择最佳的云服务提供商,还考虑了现有云用户的经验。这项工作除了确定了几个现有的QoS指标之外,还确定了一些新的QoS指标,并以一种使用户和提供者都易于以量化方式分别表达其期望和报价的方式对其进行定义。此外,提出了一种动态灵活的模型,该模型使用排序投票方法的变体,该模型考虑了用户的需求并建议了最佳的云服务提供商。案例研究证实了该模型的正确性和有效性。版权所有©2016 John Wiley&Sons,Ltd.

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