一种新的基于匹配理论的设备间通信计算卸载框架

Dheeraj Mittal, U. Kar, Debarshi Kumar Sanyal
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引用次数: 8

摘要

对多媒体移动应用程序日益增长的需求给内存低或处理器慢的智能手机带来了挑战。在本文中,我们探讨了设备之间的局部合作如何在一定程度上帮助缓解这一问题。本地合作可以通过设备到设备的通信来实现,这有望成为下一代蜂窝网络的一个重要特征。这种合作可以通过让资源不足的智能手机将其工作卸载到具有更高计算能力的相邻智能手机上来实现。我们将其建模为一个稳定匹配问题。我们还提出了一种新的灵活框架和简单的分布式算法来配对具有异构功能的移动设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Matching Theory-Based Framework for Computation Offloading in Device-to-Device Communication
The increasing demand for multimedia mobile applications creates challenges for smartphones that have low memory or slow processor. In this paper, we explore how local cooperation among the devices can help alleviate this problem to some extent. Local cooperation can be achieved through device-to-device communication which is expected to be a significant feature of next generation cellular networks. The cooperation can be achieved by having smartphones with insufficient resources offload their jobs to neighboring smartphones with higher computational capability. We model it as a stable matching problem. We also propose a novel flexible framework and simple distributed algorithms to pair mobile devices of heterogeneous capabilities.
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