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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KeAi Communications Co., Ltd.
2018-04-01
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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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