基于模糊层次分析法的移动云计算卸载路径选择

Chinu Singla, S. Kaushal
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引用次数: 13

摘要

近年来,由于移动设备性能的提高和普及,移动云计算(MCC)受到了研究领域的极大关注。由于为移动设备提供类似服务的各种云的发展,选择一个最佳的云来卸载计算密集型应用程序变得相当困难。选择云路径的目的是从一组提供相同云服务的云中选择最优的云。选择最优云,节省了计算任务迁移过程中的执行时间和资源可用性。在做出选择云路径的最终决定时,需要考虑许多标准,如成本、速度、容量、隐私性和可用性。本文提出了一种基于模糊层次分析法的多准则决策方法,使用户能够从一组可用的选择中选择一个最优选择。本文采用层次分析法(AHP)的模糊扩展FAHP技术对一组云进行比较。
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Cloud path selection using Fuzzy Analytic Hierarchy Process for offloading in Mobile Cloud Computing
Mobile Cloud Computing (MCC) gains a significant attention in research domain due to the enhancement of capability and popularity of mobile devices in recent years. Due to the development of a variety of clouds which provides similar services to mobile devices, it becomes quite difficult to choose an optimum cloud for offloading the computationally intensive applications. The aim of selecting the cloud path is to select an optimum cloud from a set of clouds which provides the same cloud services. The selection of optimum cloud saves the execution time and availability of resources during the migration of computational tasks. For making final decision about selection of cloud path, many criteria need to be considered such as cost, speed, capacity, privacy, availability. In this paper, Fuzzy Analytic Hierarchy Process (FAHP) based multiple criteria decision making approach is proposed which allows the user to select an optimal choice from a set of available choices. This paper uses FAHP technique, a fuzzy extension of Analytic hierarchy Process (AHP) to compare a set of clouds.
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