5G蜂窝网络中的卸载:未探索的策略

Gourish Goudar, Sanket Mishra
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摘要

随着对数据密集型内容的需求不断增加,以及移动和互联设备的融合,多媒体应用对高带宽速度的要求越来越高。5G将在业务运营和提供引人入胜的客户体验方面改变游戏规则。5G愿景承诺提供低延迟的高速下载。管理指数级增长的数据流量是移动运营商在5G网络中面临的最具挑战性的问题之一。移动数据卸载是一种潜在的、低成本的缓解蜂窝网络拥塞的方法。为了实现这一点,我们需要一种新的混合网络模式,利用几种可供选择的通信方式。这需要对数据处理方式进行重大修改,从而影响网络协议的行为。本文介绍了蜂窝5G网络中数据卸载的各种技术,讨论了需求、优势和局限性。本文的研究工作详细介绍了5G网络数据卸载技术中存在的差距、需求和挑战,以及解决这些挑战的方法,包括深度学习、边缘计算、WiFi-6、社交网络和软件定义网络等最新技术进展(考虑到网络的异构方面)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Offloading in 5G Cellular Networks: Unexplored Strategies
With the escalating demands for data-intensive content, and the convergence of mobile and connected devices, there is a growing requirement of high bandwidth speeds in multimedia applications. 5G will be a game-changer in the business operations and in providing a engaging customer experience. The 5G vision promises to deliver high-speed downloads with low latency. Managing the exponential growth in data traffic is one of the mobile operator's most challenging issues in 5G networks. Mobile data offloading is a potential and low-cost method for alleviating cellular network congestion. To make this conceivable, we need a new paradigm for hybrid networks that capitalizes on the presence of several alternative communication ways. This entails significant modifications in how data is handled, thereby influencing the behavior of network protocols. This paper presents various techniques for data offloading in cellular 5G networks, discussing the requirements, advantages, and limitations. The research work in this paper provides a detailed presentation of the gaps identified in 5G networks data offloading techniques, the requirements and challenges, and a way forward to solve the challenges, including the most recent technological advancements such as deep learning, edge computing, WiFi-6, social networks and software-defined networks (considering the heterogeneity aspect of the network).
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