Optimizing Energy Consumption in Broker-Assisted Cyber Foraging Systems

M. Nir, A. Matrawy, M. St-Hilaire
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引用次数: 9

Abstract

In this paper, we present our work in the area of Cyber Foraging (CF), which enables mobile devices to offload heavy computations to resourceful computing nodes. The main focus of the paper is to minimize the total energy consumption across all the mobile devices in a large Cyber Foraging System (CFS). We use a centralized architecture where a broker node handles the task scheduling. We model the task scheduling problem for this centralized architecture and optimally solve the problem to minimize the total energy consumption, which is equivalent to maximizing the total energy saving across all mobile devices. Simulation results show that using a centralized broker able to optimally offload tasks can provide a significant reduction in energy consumption.
优化代理辅助网络觅食系统的能量消耗
在本文中,我们介绍了我们在网络觅食(CF)领域的工作,它使移动设备能够将繁重的计算卸载到资源丰富的计算节点上。本文的主要焦点是最小化大型网络觅食系统(CFS)中所有移动设备的总能耗。我们使用集中式架构,其中代理节点处理任务调度。我们对这种集中式架构的任务调度问题进行了建模,并对问题进行了优化求解,使总能耗最小化,这相当于使所有移动设备的总节能最大化。仿真结果表明,使用能够以最佳方式卸载任务的集中式代理可以显著降低能耗。
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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