Edge-Computing-Enabled Smart Cities: A Comprehensive Survey

被引:269
作者
Khan, Latif U. [1 ]
Yaqoob, Ibrar [1 ]
Tran, Nguyen H. [2 ]
Kazmi, S. M. Ahsan [1 ,3 ]
Tri Nguyen Dang [1 ]
Hong, Choong Seon [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin 17104, South Korea
[2] Univ Sydney, Sch Comp Sci, Sydney, NSW 2006, Australia
[3] Innopolis Univ, Secure Syst & Network Engn, Networks & Blockchain Lab, Innopolis 420500, Russia
基金
新加坡国家研究基金会;
关键词
Edge computing; Smart cities; Cloud computing; Internet of Things; Autonomous automobiles; Accidents; Cloudlet; fog computing; Internet of Things (IoT); micro data centers; mobile cloud computing (MCC); mobile-edge computing; smart cities; OF-THE-ART; EFFICIENT RESOURCE-ALLOCATION; MOBILE-EDGE; WIRELESS NETWORKS; RESEARCH ISSUES; BIG DATA; AUTHENTICATION SCHEME; CELLULAR NETWORKS; DATA-MANAGEMENT; LOW-LATENCY;
D O I
10.1109/JIOT.2020.2987070
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recent years have disclosed a remarkable proliferation of compute-intensive applications in smart cities. Such applications continuously generate enormous amounts of data which demand strict latency-aware computational processing capabilities. Although edge computing is an appealing technology to compensate for stringent latency-related issues, its deployment engenders new challenges. In this article, we highlight the role of edge computing in realizing the vision of smart cities. First, we analyze the evolution of edge computing paradigms. Subsequently, we critically review the state-of-the-art literature focusing on edge computing applications in smart cities. Later, we categorize and classify the literature by devising a comprehensive and meticulous taxonomy. Furthermore, we identify and discuss key requirements, and enumerate recently reported synergies of edge computing-enabled smart cities. Finally, several indispensable open challenges along with their causes and guidelines are discussed, serving as future research directions.
引用
收藏
页码:10200 / 10232
页数:33
相关论文
共 231 条
[1]   Mobile Edge Computing: A Survey [J].
Abbas, Nasir ;
Zhang, Yan ;
Taherkordi, Amir ;
Skeie, Tor .
IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (01) :450-465
[2]   Rich Mobile Applications: Genesis, taxonomy, and open issues [J].
Abolfazli, Saeid ;
Sanaei, Zohreh ;
Gani, Abdullah ;
Xia, Feng ;
Yang, Laurence T. .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 40 :345-362
[3]   Network Slicing and Softwarization: A Survey on Principles, Enabling Technologies, and Solutions [J].
Afolabi, Ibrahim ;
Taleb, Tarik ;
Samdanis, Konstantinos ;
Ksentini, Adlen ;
Flinck, Hannu .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (03) :2429-2453
[4]   Bringing Computation Closer toward the User Network: Is Edge Computing the Solution? [J].
Ahmed, Ejaz ;
Ahmed, Arif ;
Yaqoob, Ibrar ;
Shuja, Junaid ;
Gani, Abdullah ;
Imran, Muhammad ;
Shoaib, Muhammad .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (11) :138-144
[5]   Mobile Edge Computing: Opportunities, solutions, and challenges [J].
Ahmed, Ejaz ;
Rehmani, Mubashir Husain .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 70 :59-63
[6]   INTERNET-OF-THINGS-BASED SMART ENVIRONMENTS: STATE OF THE ART, TAXONOMY, AND OPEN RESEARCH CHALLENGES [J].
Ahmed, Ejaz ;
Yaqoob, Ibrar ;
Gani, Abdullah ;
Imran, Muhammad ;
Guizani, Mohsen .
IEEE WIRELESS COMMUNICATIONS, 2016, 23 (05) :10-16
[7]   Edge computing technologies for Internet of Things: a primer [J].
Ai, Yuan ;
Peng, Mugen ;
Zhang, Kecheng .
DIGITAL COMMUNICATIONS AND NETWORKS, 2018, 4 (02) :77-86
[8]   Dynamic Resource Trading in Sliced Mobile Networks [J].
Akgul, Ozgur Umut ;
Malanchini, Ilaria ;
Capone, Antonio .
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2019, 16 (01) :220-233
[9]   Elasticity in Cloud Computing: State of the Art and Research Challenges [J].
Al-Dhuraibi, Yahya ;
Paraiso, Fawaz ;
Djarallah, Nabil ;
Merle, Philippe .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2018, 11 (02) :430-447
[10]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376