Internet of Intelligence: A Survey on the Enabling Technologies, Applications, and Challenges

被引:23
|
作者
Tang, Qinqin [1 ,2 ]
Yu, F. Richard [3 ]
Xie, Renchao [1 ,4 ]
Boukerche, Azzedine [5 ]
Huang, Tao [1 ,4 ]
Liu, Yunjie [1 ,4 ]
机构
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
[2] Guangdong Lab Artificial Intelligence & Digital E, Machine Learning & Intelligent Syst Res Ctr, Shenzhen 518107, Peoples R China
[3] Carleton Univ, Sch Informat Technol, Ottawa, ON K1S 5B6, Canada
[4] Purple Mt Labs, Dept Future Networks, Nanjing 211111, Peoples R China
[5] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON K1N 6N5, Canada
来源
基金
中国国家自然科学基金;
关键词
Internet; Artificial intelligence; Computer architecture; Security; Blockchains; Training; Privacy; Internet of Intelligence; artificial intelligence; networking paradigm; architecture; enabling technologies; applications; challenges; INFORMATION-CENTRIC NETWORKING; SOFTWARE-DEFINED NETWORKING; ARTIFICIAL-INTELLIGENCE; DIGITAL TWIN; BIG DATA; EDGE INTELLIGENCE; INCENTIVE MECHANISM; INDUSTRIAL INTERNET; ARCHITECTURE DESIGN; RESOURCE-MANAGEMENT;
D O I
10.1109/COMST.2022.3175453
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Intelligence is conceived as an emerging networking paradigm, which will make intelligence as easy to obtain as information. This paper provides an overview of the Internet of Intelligence, focusing on motivations, architecture, enabling technologies, applications, and existing challenges. This can provide a good foundation for those who are interested to gain insights into the concept of the Internet of Intelligence and the key enablers of this emerging networking paradigm. Specifically, this paper starts by investigating the evolution of networking paradigms and artificial intelligence (AI), based on which we present the motivations of the Internet of Intelligence by demonstrating that networking needs intelligence and intelligence needs networking. We then present the layered architecture to characterize the Internet of Intelligence systems and discuss the enabling technologies of each layer. Moreover, we discuss the critical applications and their integration with the Internet of Intelligence paradigm. Finally, some technical challenges and open issues are summarized to fully exploit the benefits of the Internet of Intelligence.
引用
收藏
页码:1394 / 1434
页数:41
相关论文
共 50 条
  • [41] Applications of Distributed Ledger Technologies to the Internet of Things: A Survey
    Zhu, Qingyi
    Loke, Seng W.
    Trujillo-Rasua, Rolando
    Jiang, Frank
    Xiang, Yong
    [J]. ACM COMPUTING SURVEYS, 2020, 52 (06)
  • [42] Digital Twins for Smart Cities: Benefits, Enabling Technologies, Applications, and Challenges
    Yaqoob, Ibrar
    Salah, Khaled
    Khan, Latif U.
    Jayaraman, Raja
    Al-Fuqaha, Ala
    Omar, Mohammed
    [J]. 2023 IEEE FUTURE NETWORKS WORLD FORUM, FNWF, 2024,
  • [43] Internet of Ships: A Survey on Architectures, Emerging Applications, and Challenges
    Aslam, Sheraz
    Michaelides, Michalis P.
    Herodotou, Herodotos
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (10) : 9714 - 9727
  • [44] A survey on semantic communications: Technologies, solutions, applications and challenges
    Yating Liu
    Xiaojie Wang
    Zhaolong Ning
    MengChu Zhou
    Lei Guo
    Behrouz Jedari
    [J]. Digital Communications and Networks., 2024, 10 (03) - 545
  • [45] A survey on semantic communications: Technologies, solutions, applications and challenges
    Liu, Yating
    Wang, Xiaojie
    Ning, Zhaolong
    Zhou, MengChu
    Guo, Lei
    Jedari, Behrouz
    [J]. DIGITAL COMMUNICATIONS AND NETWORKS, 2024, 10 (03) : 528 - 545
  • [46] Internet of Things in energy: technologies, applications, challenges and future trends
    Tudora, Eleonora
    Tirziu, Eugenia
    Gheorghe-Moisii, Maria
    [J]. ROMANIAN JOURNAL OF INFORMATION TECHNOLOGY AND AUTOMATIC CONTROL-REVISTA ROMANA DE INFORMATICA SI AUTOMATICA, 2021, 31 (02): : 45 - 58
  • [47] Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review
    Hua, Weiqi
    Chen, Ying
    Qadrdan, Meysam
    Jiang, Jing
    Sun, Hongjian
    Wu, Jianzhong
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 161
  • [48] Artificial Intelligence-Empowered Edge of Vehicles: Architecture, Enabling Technologies, and Applications
    Ji, Hongjing
    Alfarraj, Osama
    Tolba, Amr
    [J]. IEEE ACCESS, 2020, 8 : 61020 - 61034
  • [49] Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
    Letaief, Khaled B.
    Shi, Yuanming
    Lu, Jianmin
    Lu, Jianhua
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 40 (01) : 5 - 36
  • [50] Enabling Technologies for the Internet of Health Things
    Rodrigues, Joel J. P. C.
    De Rezende Segundo, Dante Borges
    Junqueira, Heres Arantes
    Sabino, Murilo Henrique
    Prince, Rafael Maciel
    Al-Muhtadi, Jalal
    De Albuquerque, Victor Hugo C.
    [J]. IEEE ACCESS, 2018, 6 : 13129 - 13141