Fog Computing Enabled Future Mobile Communication Networks: A Convergence of Communication and Computing

doi:10.1109/MCOM.2019.1800235

	Fog Computing Enabled Future Mobile Communication Networks: A Convergence of Communication and Computing
	Zhou, Yiqing; Tian, Lin; Liu, Ling; Qi, Yanli
	2019-05-01
发表期刊	IEEE COMMUNICATIONS MAGAZINE
ISSN	0163-6804
卷号	57 期号:5 页码:20-27
摘要	The convergence of communication and computing ((COMP)-P-2) has been taken as a promising solution for the sustainable development of mobile communication systems. The introduction of fog computing in future mobile networks makes (COMP)-P-2 possible. This article provides an overview on fog computing enabled mobile communication networks (FogMNW), including network architecture, system capacity and resource management. First, this article analyzes the heterogeneity of FogMNW with both advanced communication techniques and fog computing. Then a heterogeneous communication and hierarchical fog computing network architecture is proposed. With both communication and computing resources, FogMNW is enabled to achieve much higher capacity than conventional communication networks. This has been well demonstrated by the coded multicast scheme. Furthermore, a systematic management of communication and computing resources is necessary for FogMNW. By exploiting the communication load diversity in N cells, a communication load aware CLA scheme can achieve much higher computing resource efficiency than comparing schemes. The performance gap increases with N, and CLA can improve efficiency by more than 100 percent when there are 14 cells.
DOI	10.1109/MCOM.2019.1800235
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61571425]
WOS研究方向	Engineering ; Telecommunications
WOS类目	Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000472573500003
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：108[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/4178
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhou, Yiqing
作者单位	Univ Chinese Acad Sci, Inst Comp Technol, Key Lab Mobile Comp & Pervas Devices, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zhou, Yiqing,Tian, Lin,Liu, Ling,et al. Fog Computing Enabled Future Mobile Communication Networks: A Convergence of Communication and Computing[J]. IEEE COMMUNICATIONS MAGAZINE,2019,57(5):20-27.
APA	Zhou, Yiqing,Tian, Lin,Liu, Ling,&Qi, Yanli.(2019).Fog Computing Enabled Future Mobile Communication Networks: A Convergence of Communication and Computing.IEEE COMMUNICATIONS MAGAZINE,57(5),20-27.
MLA	Zhou, Yiqing,et al."Fog Computing Enabled Future Mobile Communication Networks: A Convergence of Communication and Computing".IEEE COMMUNICATIONS MAGAZINE 57.5(2019):20-27.