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A Survey on Edge Computing Systems and Tools

文献类型:期刊论文

作者Liu, Fang1; Tang, Guoming2; Li, Youhuizi3; Cai, Zhiping4; Zhang, Xingzhou5; Zhou, Tongqing4
刊名PROCEEDINGS OF THE IEEE
出版日期2019-08-01
卷号107期号:8页码:1537-1562
关键词Deep learning optimization edge computing systems energy efficiency open-source tools survey
ISSN号0018-9219
DOI10.1109/JPROC.2019.2920341
英文摘要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.
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
语种英语
WOS记录号WOS:000497973300006
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/14950]  
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.

入库方式: OAI收割

来源:计算技术研究所

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