An access point to device association technique for optimized data transfer in mobile grids

A. Banerjee, H. Paul, A. Mukherjee, P. Datta, Sajal K. Das
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Abstract

In a mobile grid computing framework where mobile devices are used as computing resources, minimizing the task offloading time remains an important issue. A task is an independent unit of execution consisting of a input data volume for execution and optionally a target-specific executable. We consider a mobile grid infrastructure where mobile devices are connected via Wi-Fi network and the grid infrastructure has a set of tasks (i.e. a set of data volumes) to be transferred to a subset of the mobile devices. In a Wi-Fi network, mobile devices usually associate themselves to the access points (APs) having the strongest radio signal. In this paper, we address the problem of AP activation (by frequency assignment) and association of AP with devices in the context of minimizing the overall data-transfer completion time. We present a constraint based formulation and also a heuristic as solutions. Simulations results are presented which contrast our proposed methods with some of the earlier works.
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一种用于移动网格中优化数据传输的设备关联技术的接入点
在使用移动设备作为计算资源的移动网格计算框架中,最小化任务卸载时间仍然是一个重要的问题。任务是一个独立的执行单元,由用于执行的输入数据卷和可选的特定于目标的可执行文件组成。我们考虑一个移动网格基础设施,其中移动设备通过Wi-Fi网络连接,网格基础设施有一组任务(即一组数据量)要传输到移动设备的子集。在Wi-Fi网络中,移动设备通常与具有最强无线电信号的接入点(ap)相关联。在本文中,我们在最小化总体数据传输完成时间的背景下解决AP激活(通过频率分配)和AP与设备关联的问题。我们提出了一个基于约束的公式和一个启发式的解决方案。仿真结果表明,本文提出的方法与前人的一些研究成果进行了对比。
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