浏览全部资源
扫码关注微信
[ "李子姝(1994-),女,北京邮电大学未来网络理论与应用实验室硕士生,主要研究方向为5G网络、移动边缘计算等。" ]
[ "谢人超(1984-),男,北京邮电大学未来网络理论与应用实验室副教授、硕士生导师,主要研究方向为信息中心网络、内容分发网络、移动网络内容分发技术等。" ]
[ "孙礼(1959-),男,北京邮电大学未来网络理论与应用实验室副教授、硕士生导师,主要研究方向为宽带通信网络、无线接入技术、通信网络交换技术等。" ]
[ "黄韬(1980-),男,北京邮电大学未来网络理论与应用实验室教授、博士生导师,主要研究方向为新型网络体系架构、内容分发网络、软件定义网络等。" ]
网络出版日期:2018-01,
纸质出版日期:2018-01-20
移动端阅览
李子姝, 谢人超, 孙礼, 等. 移动边缘计算综述[J]. 电信科学, 2018,34(1):87-101.
Zishu LI, Renchao XIE, Li SUN, et al. A survey of mobile edge computing[J]. Telecommunications science, 2018, 34(1): 87-101.
李子姝, 谢人超, 孙礼, 等. 移动边缘计算综述[J]. 电信科学, 2018,34(1):87-101. DOI: 10.11959/j.issn.1000-0801.2018011.
Zishu LI, Renchao XIE, Li SUN, et al. A survey of mobile edge computing[J]. Telecommunications science, 2018, 34(1): 87-101. DOI: 10.11959/j.issn.1000-0801.2018011.
移动边缘计算(MEC)技术将IT服务环境和云计算技术在网络边缘相结合,提高边缘网络的计算和存储能力,减少网络操作和服务交付时延,提升用户服务质量体验,因此受到了广泛关注,并且已经作为关键技术被纳入5G标准。首先介绍了MEC的基本概念、参考架构和技术优势,然后从学术界、产业界和标准制定3个角度出发概括了MEC的研究现状,随后详细介绍了MEC的关键技术、应用场景以及具体的部署方式,最后对MEC的移动性、安全和计费以及隐私保护等现存问题进行了归纳和展望。
Mobile edge computing (MEC) technology integrates IT service environment and cloud computing technology at the edge of the network
improving the capacities of computing and storage of the edge of network
reducing network operation and service delivery delay and further enhancing the quality of experience (QoE) of users.Thus
MEC has attracted extensive attention and has been added in the 5G standard as a key technology.Firstly
the basic concept
reference architecture and technical advantages of MEC were introduced
and the current research state of MEC were summarized from three perspectives:academia
industry and standard setting.Then
the key enablers
application scenarios and specific deployment methods of MEC were introduced in detail.Finally
the existing problems of MEC
such as mobility
security and billing
as well as privacy protection
were discussed.
王胡成 , 徐晖 , 程志密 , 等 . 5G 网络技术研究现状和发展趋势 [J ] . 电信科学 , 2015 , 31 ( 9 ): 156 - 162 .
WANG H C , XU H , CHENG Z M , et al . Current research and development trend of 5G network technologies [J ] . Telecommunications Science , 2015 , 31 ( 9 ): 156 - 162 .
YU Y . Mobile edge computing towards 5G:vision,recent progress,and open challenges [J ] . China Communications , 2016 , 13 ( S2 ): 89 - 99 .
HU Y C , PATEL M , SABELLA D , et al . Mobile edge computing—a key technology towards 5G [S ] . ETSI White Paper , 2015 : 1 - 16 .
TALEB T , SAMDANIS K , MADA B , et al . On multi-access edge computing:a survey of the emerging 5G network edge architecture & orchestration [J ] . IEEE Communications Surveys &Tutorials,2017,10.1109/COMST . 2017 .
ETSI . Mobile edge computing (MEC); framework and reference architecture [S ] . 2016 .
HU W , GAO Y , HA K , et al . Quantifying the impact of edge computing on mobile applications [C ] // The 7th ACM Sigops Asia-Pacific Workshop on Systems,August 4-5,2016,Hong Kong,China . New York:ACM Press , 2016 :5.
HU Y , GAO W , HA K , et al . Are cloudlets necessary? [J/OL ] .(2015-11-11)[2017-08-03 ] . https://www.researchgate.net/publication/283665207_Are_Cloudlets_Necessary https://www.researchgate.net/publication/283665207_Are_Cloudlets_Necessary .
AGIWAL M , ROY A , SAXENA N . Next generation 5G wireless networks:a comprehensive survey [J ] . IEEE Communications Surveys & Tutorials , 2016 , 18 ( 3 ): 1617 - 1655 .
BASTUG E , BENNIS M , DEBBAH M . Living on the edge:the role of proactive caching in 5G wireless networks [J ] . IEEE Communications Magazine , 2014 , 52 ( 8 ): 82 - 89 .
MEHTA A , TÄRNEBERG W , KLEIN C , et al . How beneficial are intermediate layer data centers in mobile edge networks? [C ] // IEEE International Workshops on Foundations and Applications of Self Systems,Sept 12-16,2016,Augsburg,Germany . Piscataway:IEEE Press , 2016 : 222 - 229 .
GE X , TU S , MAO G , et al . 5G ultra-dense cellular networks [J ] . IEEE Wireless Communications , 2015 , 23 ( 1 ): 72 - 79 .
GE X , YANG J , GHARAVI H , et al . Energy efficiency challenges of 5G small cell networks [J ] . IEEE Communications Magazine , 2017 , 55 ( 5 ): 184 - 191 .
JALALI F , HINTON K , AYRE R , et al . Fog computing may help to save energy in cloud computing [J ] . IEEE Journal on Selected Areas in Communications , 2016 , 34 ( 5 ): 1728 - 1739 .
WANG S , ZHANG X , ZHANG Y , et al . A survey on mobile edge networks:convergence of computing,caching and communications [J ] . IEEE Access , 2017 ( 5 ): 6757 - 6779 .
MACH P , BECVAR Z . Mobile edge computing:a survey on architecture and computation offloading [J ] . IEEE Communications Surveys & Tutorials,2017,10.1109/COMST . 2017 .2682318.
HASEEB M , AHSAN A , MALIK A W . Cloud to cloudlet-an intelligent recommendation system for efficient resources management:mobile cache [C ] // International Conference on Frontiers of Information Technology,Dec 19-21,2016,Islamabad,Pakistan . Piscataway:IEEE Press , 2017 : 40 - 45 .
PANG Z , SUN L , WANG Z , et al . A survey of cloudlet based mobile computing [C ] // International Conference on Cloud Computing and Big Data,Nov 4-6,2015,Shanghai,China . Piscataway:IEEE Press , 2016 : 268 - 275 .
GONZALEZ N M , GOYA W A , PEREIRA R D F , et al . Fog computing:data analytics and cloud distributed processing on the network edges [C ] // Computer Science Society,Oct 10-14,2016,Valparaiso,Chile . Piscataway:IEEE Press , 2017 : 1 - 9 .
ELMROTH E , LEITNER P , SCHULTE S , et al . Connecting fog and cloud computing [J ] . IEEE Cloud Computing , 2017 , 4 ( 2 ): 22 - 25 .
STOJMENOVIC I , . Fog computing:a cloud to the ground support for smart things and machine-to-machine networks [C ] // Telecommunication Networks and Applications Conference,Nov 26-28,2014,Southbank,Australia . Piscataway:IEEE Press , 2015 : 117 - 122 .
中兴通讯 . MEC 解决方案打造“无限”VR体验 [J ] . 通信世界 , 2016 ( 20 ): 49 .
ZTE . MEC solutions:creating “unlimited” VR experience [J ] . Communication World , 2016 ( 20 ): 49 .
TRAN T X , HAJISAMI A , PANDEY P , et al . Collaborative mobile edge computing in 5G networks:new paradigms,scenarios,and challenges [J ] . IEEE Communications Magazine , 2017 , 55 ( 4 ): 54 - 61 .
SALMAN O , ELHAJJ I , KAYSSI A , et al . Edge computing enabling the internet of things [C ] // Internet of Things,Dec 14-16,2015,Milan,Italy . Piscataway:IEEE Press , 2015 : 603 - 608 .
LI C , DUAN X D , CHEN W , et al . Thoughts and practices about SDN and NFV [J ] . Telecommunications Science , 2014 , 30 ( 8 ): 23 - 27 .
JIN X , LI L E , VANBEVER L , et al . Softcell:scalable and flexible cellular core network architecture [C ] // The ninth ACM conference on Emerging networking experiments and technologies,December 9-12,2013,Santa Barbara,USA . New York:ACM Press , 2013 : 163 - 174 .
LI L E , MAO Z M , REXFORD J . Toward software-defined cellular networks [C ] // 2012 European Workshop on Software Defined Networking (EWSDN),Oct 25-26,2012,Darmstadt,Germany . Piscataway:IEEE Press , 2012 : 7 - 12 .
ETSI . Mobile edge computing-introductory technical white paper [R ] . 2014 .
PALAU C E , MARES J , MOLINA B , et al . Wireless CDN video streaming architecture for IPTV [J ] . Multimedia Tools and Applications , 2011 , 53 ( 3 ): 591 - 613 .
KANG S , YIN H . A hybrid CDN-P2P system for video-on-demand [C ] // Second International Conference on Future Networks,January 22-24,2010,Sanya,China . Piscataway:IEEE Press , 2010 : 309 - 313 .
LI L , LI Y , HOU R . A novel mobile edge computing-based architecture for future cellular vehicular networks [C ] // Wireless Communications and Networking Conference (WCNC),March 19-22,2017,San Francisco,USA . Piscataway:IEEE Press , 2017 : 1 - 6 .
SABELLA D , VAILLANT A , KUURE P , et al . Mobile-edge computing architecture:the role of MEC in the internet of things [J ] . IEEE Consumer Electronics Magazine , 2016 , 5 ( 4 ): 84 - 91 .
AHMED A , AHMED E . A survey on mobile edge computing [C ] // 2016 10th International Conference on Intelligent Systems and Control (ISCO),Jan 7-8,2016,Coimbatore,India . Piscataway:IEEE Press , 2016 : 1 - 8 .
EVANS D . The internet of things:how the next evolution of the internet is changing everything [J ] . CISCO White Paper , 2011 ( 1 ): 1 - 11 .
李福昌 , 李一喆 , 唐雄燕 , 等 . MEC 关键解决方案与应用思考 [J ] . 邮电设计技术 , 2016 ( 11 ): 81 - 86 .
LI F C , LI Y Z , TANG X Y , et al . MEC key solutions and application consideration [J ] . Designing Techniques of Posts and Telecommunications , 2016 ( 11 ): 81 - 86 .
乌云霄 , 戴晶 . 面向 5G 的边缘计算平台及接口方案研究 [J ] . 邮电设计技术 , 2017 ( 3 ): 10 - 14 .
WU Y X , DAI J . Research on 5G oriented edge computing platform and interface scheme [J ] . Designing Techniques of Posts and Telecommunications , 2017 ( 3 ): 10 - 14 .
STOJMENOVIC I , WEN S . The fog computing paradigm:Scenarios and security issues [C ] // 2014 Federated Conference on Computer Science and Information Systems (FedCSIS),Sept 7-10,2014,Warsaw,Poland . Piscataway:IEEE Press , 2014 : 1 - 8 .
LAW Y W , PALANISWAMI M , KOUNGA G , et al . WAKE:key management scheme for wide-area measurement systems in smart grid [J ] . IEEE Communications Magazine , 2013 , 51 ( 1 ): 34 - 41 .
FADLULLAH Z M , FOUDA M M , KATO N , et al . Toward intelligent machine-to-machine communications in smart grid [J ] . IEEE Communications Magazine , 2011 , 49 ( 4 ): 60 - 65 .
TOBIAS L , VEIKKO P , DAVIDE B , et al . Honeybot,your man in the middle for automated social engineering [C ] // LEET’10,3rd USENIX Workshop on Large-Scale Exploits and Emergent Threats,April 27,2010,San Jose,USA . New York:ACM Press , 2010 :11.
MTIBAA A , HARRAS K , ALNUWEIRI H . Friend or foe? detecting and isolating malicious nodes in mobile edge computing platforms [C ] // 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom),Nov 30-Dec 3,2015,Vancouver,Canada . Piscataway:IEEE Press , 2015 : 42 - 49 .
LU R , LIANG X , LI X , et al . Eppa:An efficient and privacy-preserving aggregation scheme for secure smart grid communications [J ] . IEEE Transactions on Parallel and Distributed Systems , 2012 , 23 ( 9 ): 1621 - 1631 .
0
浏览量
5812
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构