Edge computing technologies for Internet of Things: a primer

With the rapid development of mobile internet and Internet of Things applications, the conventional centralized cloud computing is encountering severe challenges, such as high latency, low Spectral Efficiency (SE), and non-adaptive machine type of communication. Motivated to solve these challenges,...

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Main Authors: Yuan Ai, Mugen Peng, Kecheng Zhang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2018-04-01
Series:Digital Communications and Networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864817301335
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spelling doaj-70c01f58bf0b4d1cb8322170608dd9082021-02-02T03:06:36ZengKeAi Communications Co., Ltd.Digital Communications and Networks2352-86482018-04-01427786Edge computing technologies for Internet of Things: a primerYuan Ai0Mugen Peng1Kecheng Zhang2Key Laboratory of Universal Wireless Communications for Ministry of Education, Beijing University of Posts and Telecommunications, ChinaCorresponding author.; Key Laboratory of Universal Wireless Communications for Ministry of Education, Beijing University of Posts and Telecommunications, ChinaKey Laboratory of Universal Wireless Communications for Ministry of Education, Beijing University of Posts and Telecommunications, ChinaWith the rapid development of mobile internet and Internet of Things applications, the conventional centralized cloud computing is encountering severe challenges, such as high latency, low Spectral Efficiency (SE), and non-adaptive machine type of communication. Motivated to solve these challenges, a new technology is driving a trend that shifts the function of centralized cloud computing to edge devices of networks. Several edge computing technologies originating from different backgrounds to decrease latency, improve SE, and support the massive machine type of communication have been emerging. This paper comprehensively presents a tutorial on three typical edge computing technologies, namely mobile edge computing, cloudlets, and fog computing. In particular, the standardization efforts, principles, architectures, and applications of these three technologies are summarized and compared. From the viewpoint of radio access network, the differences between mobile edge computing and fog computing are highlighted, and the characteristics of fog computing-based radio access network are discussed. Finally, open issues and future research directions are identified as well. Keywords: Internet of Things (IoT), Mobile edge computing, Cloudlets, Fog computinghttp://www.sciencedirect.com/science/article/pii/S2352864817301335
collection DOAJ
language English
format Article
sources DOAJ
author Yuan Ai
Mugen Peng
Kecheng Zhang
spellingShingle Yuan Ai
Mugen Peng
Kecheng Zhang
Edge computing technologies for Internet of Things: a primer
Digital Communications and Networks
author_facet Yuan Ai
Mugen Peng
Kecheng Zhang
author_sort Yuan Ai
title Edge computing technologies for Internet of Things: a primer
title_short Edge computing technologies for Internet of Things: a primer
title_full Edge computing technologies for Internet of Things: a primer
title_fullStr Edge computing technologies for Internet of Things: a primer
title_full_unstemmed Edge computing technologies for Internet of Things: a primer
title_sort edge computing technologies for internet of things: a primer
publisher KeAi Communications Co., Ltd.
series Digital Communications and Networks
issn 2352-8648
publishDate 2018-04-01
description With the rapid development of mobile internet and Internet of Things applications, the conventional centralized cloud computing is encountering severe challenges, such as high latency, low Spectral Efficiency (SE), and non-adaptive machine type of communication. Motivated to solve these challenges, a new technology is driving a trend that shifts the function of centralized cloud computing to edge devices of networks. Several edge computing technologies originating from different backgrounds to decrease latency, improve SE, and support the massive machine type of communication have been emerging. This paper comprehensively presents a tutorial on three typical edge computing technologies, namely mobile edge computing, cloudlets, and fog computing. In particular, the standardization efforts, principles, architectures, and applications of these three technologies are summarized and compared. From the viewpoint of radio access network, the differences between mobile edge computing and fog computing are highlighted, and the characteristics of fog computing-based radio access network are discussed. Finally, open issues and future research directions are identified as well. Keywords: Internet of Things (IoT), Mobile edge computing, Cloudlets, Fog computing
url http://www.sciencedirect.com/science/article/pii/S2352864817301335
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AT mugenpeng edgecomputingtechnologiesforinternetofthingsaprimer
AT kechengzhang edgecomputingtechnologiesforinternetofthingsaprimer
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