MyiFogSim: A Simulator for Virtual Machine Migration in Fog Computing

Marcio Moraes Lopes, W. Higashino, Miriam A. M. Capretz, L. Bittencourt
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引用次数: 82

Abstract

Low latency in IT applications is an important aspect of improving the quality of the user's experience. Frequently, applications are run in a virtual machine in the cloud. Because cloud providers are datacentre facilities that are often distant from users, unacceptably high latencies are experienced in some applications. Fog computing can be seen as a cloud computing extension, namely cloudlets, located in access points at the edge of the network and hence able to provide lower latencies than the cloud. However, as mobile devices and applications become more popular, users' computing and data capacities should be maintained close to the user to keep latencies as low as possible. This paper discusses resource allocation in fog computing in the face of users' mobility and introduces MyiFogSim, an extension of iFogSim to support mobility through migration of virtual machines between cloudlets. Moreover, a migration policy is proposed, and MyiFogSim is used to analyze the policy impact on application quality of service. Results suggest that the policy can promote lower latencies when compared to a scenario without the migration policy.
MyiFogSim:雾计算中虚拟机迁移的模拟器
IT应用程序中的低延迟是提高用户体验质量的一个重要方面。通常,应用程序在云中的虚拟机中运行。由于云提供商是通常远离用户的数据中心设施,因此在某些应用程序中会出现不可接受的高延迟。雾计算可以被看作是云计算的扩展,即位于网络边缘接入点的cloudlets,因此能够提供比云更低的延迟。然而,随着移动设备和应用程序变得越来越流行,用户的计算和数据容量应该与用户保持接近,以尽可能降低延迟。本文讨论了面对用户移动性的雾计算中的资源分配,并介绍了MyiFogSim,它是iFogSim的扩展,通过在云之间迁移虚拟机来支持移动性。提出了迁移策略,并利用MyiFogSim分析了策略对应用服务质量的影响。结果表明,与没有迁移策略的场景相比,该策略可以提高较低的延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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