Saving Energy for Cloud Applications in Mobile Devices Using Nearby Resources

Anas Toma, Alexander Starinow, J. E. Lenssen, Jian-Jia Chen
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引用次数: 1

Abstract

In this paper, we present a middleware to save energy in mobile computing devices that offload tasks to a remote server in the cloud. Saving energy in these devices is very important to prolong the battery life and avoid overheating. The middleware uses an available nearby device called auxiliary server either as a surrogate for the remote one, or as a proxy to pass the data between the mobile device and the remote server. The main idea is to reduce the energy consumption of the communication with the remote server by using a high-speed or a low-power local connection with the auxiliary server instead. The paper also analyzes when it is beneficial to use the auxiliary server based on the response time from the remote server and the bandwidth of the remote connection. The proposed middleware is evaluated using different benchmarks, including commonly used applications in mobile devices, and simulations. Furthermore, it is compared to state-of-the art approaches in this area. The experiments show that The middleware is energy-efficient especially when the bandwidth of the remote communication is relatively low or the server is overloaded.
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为使用附近资源的移动设备中的云应用节能
在本文中,我们提出了一种中间件,可以在移动计算设备中节省能源,将任务卸载到云中的远程服务器。在这些设备中节约能源对于延长电池寿命和避免过热非常重要。中间件使用附近可用的称为辅助服务器的设备作为远程服务器的代理,或者作为在移动设备和远程服务器之间传递数据的代理。其主要思想是通过使用与辅助服务器的高速或低功耗本地连接来减少与远程服务器通信的能耗。根据远程服务器的响应时间和远程连接的带宽,分析了何时使用辅助服务器是有利的。建议的中间件使用不同的基准进行评估,包括移动设备中常用的应用程序和模拟。此外,还将其与该领域最先进的方法进行了比较。实验结果表明,该中间件在远程通信带宽较低或服务器过载的情况下具有较好的节能效果。
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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