文章基本信息

标题：A Framework for Modelling and Simulation of Data Processing with Fog Computing in Internet of Things Infrastructure
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作者：Ahmed Ali ; Sultan Ahmad ; Ahmed Ghneimat 等
期刊名称：International Journal of Computer Science and Network Security
印刷版ISSN：1738-7906
出版年度：2020
卷号：20
期号：11
页码：96-103
DOI：10.22937/IJCSNS.2020.20.11.12
出版社：International Journal of Computer Science and Network Security
摘要：FOG Computing is an alternative to meet the latency and processing requirements that the Internet of Things (IoT) is facing. However, even having the necessary processing capacity, the proper provisioning and management of the data plays a fundamental role to ensure the maximum use of FOG computing at the same time to minimize the traffic on network and the routes. A mathematical model is proposed for the load balancing of IoT devices to FOG using GAMS and a simulator made in Python to measure and check the behavior of the optimized architecture over time. A significantly lower loss of information was achieved when using this proposed model to address the issues with GAMS in comparison with normal and random distribution model.
关键词：Fog Computing; Edge Computing; Big Data; IoT; Cloud Computing;