A Survey on Edge Computing Systems and Tools

doi:10.1109/JPROC.2019.2920341

	A Survey on Edge Computing Systems and Tools
	Liu, Fang 1; Tang, Guoming 2; Li, Youhuizi 3; Cai, Zhiping 4; Zhang, Xingzhou 5; Zhou, Tongqing 4
	2019-08-01
发表期刊	PROCEEDINGS OF THE IEEE
ISSN	0018-9219
卷号	107 期号:8 页码:1537-1562
摘要	Driven by the visions of Internet of Things and 5G communications, the edge computing systems integrate computing, storage, and network resources at the edge of the network to provide computing infrastructure, enabling developers to quickly develop and deploy edge applications. At present, the edge computing systems have received widespread attention in both industry and academia. To explore new research opportunities and assist users in selecting suitable edge computing systems for specific applications, this survey paper provides a comprehensive overview of the existing edge computing systems and introduces representative projects. A comparison of open-source tools is presented according to their applicability. Finally, we highlight energy efficiency and deep learning optimization of edge computing systems. Open issues for analyzing and designing an edge computing system are also studied in this paper.
关键词	Deep learning optimization edge computing systems energy efficiency open-source tools survey
DOI	10.1109/JPROC.2019.2920341
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB1000302] ; National Natural Science Foundation of China[61433019]
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000497973300006
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：164[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/2XEOYT63/14951
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liu, Fang; Cai, Zhiping
作者单位	1.Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China 2.Natl Univ Def Technol, Key Lab Sci & Technol Informat Syst Engn, Changsha 410073, Hunan, Peoples R China 3.Hangzhou Dianzi Univ, Sch Comp Sci & Technol, Hangzhou 310002, Zhejiang, Peoples R China 4.Natl Univ Def Technol, Coll Comp, Changsha 410073, Hunan, Peoples R China 5.Chinese Acad Sci, Inst Comp Technol, State Key Lab Comp Architecture, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Liu, Fang,Tang, Guoming,Li, Youhuizi,et al. A Survey on Edge Computing Systems and Tools[J]. PROCEEDINGS OF THE IEEE,2019,107(8):1537-1562.
APA	Liu, Fang,Tang, Guoming,Li, Youhuizi,Cai, Zhiping,Zhang, Xingzhou,&Zhou, Tongqing.(2019).A Survey on Edge Computing Systems and Tools.PROCEEDINGS OF THE IEEE,107(8),1537-1562.
MLA	Liu, Fang,et al."A Survey on Edge Computing Systems and Tools".PROCEEDINGS OF THE IEEE 107.8(2019):1537-1562.