物联网中计算、通信和缓存的融合

Mohammed Amine Bouras, Fadi Farha, Huansheng Ning
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引用次数: 15

摘要

物联网(IoT)是一个由连接对象组成的大世界,包括传感器等小型低资源设备,以及核心网络中的服务器和路由器等全功能计算设备。随着新的基于物联网的应用程序的出现,如智能交通、智能农业、医疗保健等,需要努力在使用物联网资源方面实现平衡,包括计算、通信和缓存。本文概述了计算、通信和缓存(CCC)的融合,涵盖了物联网技术的发展趋势。首先,我们简要介绍了通信、计算和缓存方面的技术趋势。此外,我们还描述了传感器、设备和网关的融合。针对融合方面,我们讨论了物联网中CCC技术在收集、索引、处理和存储数据方面的关系。此外,我们还介绍了基于CCC的IoT的三个维度。我们探索了不同的现有技术,这些技术有助于解决物联网中大量物理设备造成的瓶颈。最后,我们提出了在通信、计算和兑现与传感和执行设备的融合方面的未来研究方向和悬而未决的问题。
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Convergence of computing, communication, and caching in Internet of Things
Internet of Things (IoTs) is a big world of connected objects, including the small and low-resources devices, like sensors, as well as the full-functional computing devices, such as servers and routers in the core network. With the emerging of new IoT-based applications, such as smart transportation, smart agriculture, healthcare, and others, there is a need for making great efforts to achieve a balance in using the IoT resources, including Computing, Communication, and Caching. This paper provides an overview of the convergence of Computing, Communication, and Caching (CCC) by covering the IoT technology trends. At first, we give a snapshot of technology trends in communication, computing, and caching. As well, we describe the convergence in sensors, devices, and gateways. Addressing the aspect of convergence, we discuss the relationship between CCC technologies in collecting, indexing, processing, and storing data in IoT. Also, we introduce the three dimensions of the IoTs based on CCC. We explore different existing technologies that help to solve bottlenecks caused by a large number of physical devices in IoT. Finally, we propose future research directions and open problems in the convergence of communication, computing, and cashing with sensing and actuating devices.
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CiteScore
11.80
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期刊最新文献
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