A Fog based system model for cooperative IoT node pairing using matching theory

S. F. Abedin, Md. Golam Rabiul Alam, Nguyen H. Tran, C. Hong
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引用次数: 72

Abstract

The revolutionized vision of IoT has united heterogeneous devices to foster the systems of cohesive intelligent things. In addition, Fog computing has also envisioned a new form of cloud computing paradigm. Therefore, Fog provides edge computing to such IoT devices with varied capabilities and resources. However, a balanced and efficient pairing or matching strategy for edge IoT nodes is crucial to achieve the user requisite. Hence, this paper addresses the utility based matching or pairing problem within the same domain of IoT nodes by using Irving's matching algorithm under the node specified preferences to endure a stable IoT node pairing. We studied the performance of the proposed matching algorithm through simulation. The simulation results show the higher utility gain of the node pairs through refined matching algorithm over greedy approach.
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基于匹配理论的基于雾的物联网节点协作系统模型
物联网的革命性愿景是将异构设备统一起来,以培育具有凝聚力的智能事物系统。此外,雾计算还设想了一种新的云计算范式。因此,Fog为具有不同功能和资源的物联网设备提供边缘计算。然而,平衡和高效的边缘物联网节点配对或匹配策略对于实现用户需求至关重要。因此,本文通过在节点指定偏好下使用Irving匹配算法来解决物联网节点在同一域内基于效用的匹配或配对问题,以实现稳定的物联网节点配对。通过仿真研究了所提出的匹配算法的性能。仿真结果表明,改进的匹配算法比贪心算法具有更高的节点对效用增益。
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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