Cloudlets对交互式移动云应用程序的影响

Debessay Fesehaye, Yunlong Gao, K. Nahrstedt, Guijun Wang
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引用次数: 165

摘要

在本文中,我们分析和研究了云在交互式移动云应用中的影响。为了研究这种影响,我们提出了云网络和服务架构的设计。我们的研究重点是文件编辑、视频流和协同聊天这三个具有代表性的企业应用场景。初步的仿真结果表明,在数据传输延迟和系统吞吐量方面,使用cloudlets比使用云获得了性能提升。当使用不超过两个cloudlet无线跳来传输数据时,基于cloudlet的方法在所有三种应用程序场景中都优于基于云的方法。由于移动性下有更多的cloudlet无线跳,基于云的方法可以为某些数据传输提供更好的性能,尽管对于大多数流,基于云的方法可以优于基于云的方法。在这种情况下,我们建议采用自适应方案。例如,可以使用在cloudlet网络或云网络上做出智能决策的方案,以提供最小延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of Cloudlets on Interactive Mobile Cloud Applications
In this paper we analyze and study the impact of cloudlets in interactive mobile cloud applications. To study the impact we propose the design of cloudlet network and service architectures. Our study focuses on file editing, video streaming and collaborative chatting which are representative enterprise application scenarios. Initial simulation results show the performance gains of using cloudlets over using clouds in terms of data transfer delay and system throughput. When not more than two cloudlet wireless hops are used to transfer data, the cloudlet-based approach outperforms the cloud-based approach for all three application scenarios. With more cloudlet wireless hops under mobility, the cloud-based approach can give a better performance for some of the data transfers even though the cloudlet-based can outperform the cloud-based approach for most of the flows. In such scenarios, we suggest that an adaptive scheme should be used. For example, a scheme making an intelligent decision on either the cloudlet network or the cloud network, whichever gives minimum delay, can be used.
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