Load balancing issue in cloud services selection by using MCDA and Markov Chain Model approaches

S. Hemam, O. Hioual
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引用次数: 2

Abstract

In this paper, we investigate the cloud service selection model by taking into account the load-balancing across different clouds. Indeed, a number of service providers offer similar services at various prices and performance levels which made a real decision -making problem in a service selection. This problem occurs in a multi cloud environment when we need to select a service by taking into consideration the preference of users (minimizing both cost and response time) and the requirement of the system (load balancing between clouds). In this work, we present our solution which allows to select a cloud service by taking into account the preferences of the user and also which allows to balance the load between different clouds. The proposed solution is based on the MCDA: Multi Criteria Decision Analysis and the Markov Chain Model.
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基于MCDA和马尔可夫链模型的云服务选择中的负载均衡问题
在本文中,我们通过考虑不同云之间的负载平衡来研究云服务选择模型。事实上,许多服务提供商以不同的价格和性能水平提供类似的服务,这在服务选择中构成了一个真正的决策问题。在多云环境中,当我们需要通过考虑用户偏好(最小化成本和响应时间)和系统需求(云之间的负载平衡)来选择服务时,就会出现这个问题。在这项工作中,我们提出了我们的解决方案,它允许通过考虑用户的偏好来选择云服务,也允许在不同的云之间平衡负载。提出的解决方案基于MCDA:多准则决策分析和马尔可夫链模型。
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