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
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