Game-Theoretic Incentive Model for Improving Mobile Code Offloading Adaptability

T. Mir, S. Srirama
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引用次数: 1

Abstract

Due to the limited computational capabilities of the mobile device they usually need to delegate resource intensive tasks to the cloud. Code offloading is one of the techniques used for such purposes. In Code offloading, the mobile application is partitioned to identify resource intensive tasks which are then transferred to the server for remote processing. Various techniques have been in use for performing code offloading but none of them is economically viable due to which this model is not frequently used in the industry. In this paper, we tried to address the issues which make code offloading expensive and came up with code offloading model that can make the process economically viable. We developed a game theoretic model that provides incentive to mobile users to open their devices for offloading. Simulations have been done to validate the mathematical model and a prototype has also been developed to see how the framework behaves in the real world scenario.
提高移动代码卸载适应性的博弈论激励模型
由于移动设备的计算能力有限,他们通常需要将资源密集型任务委托给云。代码卸载就是用于这种目的的技术之一。在代码卸载中,对移动应用程序进行分区,以识别资源密集型任务,然后将这些任务转移到服务器进行远程处理。已经使用了各种技术来执行代码卸载,但没有一种技术在经济上是可行的,因此该模型在行业中不经常使用。在本文中,我们试图解决使代码卸载成本高昂的问题,并提出了可以使该过程经济可行的代码卸载模型。我们开发了一个博弈论模型,为移动用户打开设备进行卸载提供了激励。已经进行了仿真来验证数学模型,并且还开发了一个原型来查看框架在现实世界场景中的行为。
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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