Decentralized AI: Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci

被引：85
|
作者：
Cao, Longbing [1 ]
机构：
[1] Univ Technol Sydney, Sydney, NSW 2007, Australia
来源：
IEEE INTELLIGENT SYSTEMS | 2022年 / 37卷 / 03期
基金：
澳大利亚研究理事会;
关键词：
SCIENCE;
D O I：
10.1109/MIS.2022.3181504
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Centralization has dominated classic scientific, social, and economic developments. Decentralization has also received increasing attention in management, decision, governance, and economics, despite its incomparability in AI. Going beyond centralized and distributed AI, this article reviews and delineates the conceptual map, research issues, and technical opportunities of decentralized AI and edge intelligence. The complementarity and metasynthesis between centralized and decentralized AI are also elaborated. We further assess where decentralized AI and edge intelligence can enable and promote smart blockchain, Web3, metaverse and decentralized science disciplinarily, technically, practically, and more broadly.
引用
收藏
页码：6 / 19
页数：14
相关论文
共 50 条
  • [41] AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions
    Hammoud, Ahmad
    Sami, Hani
    Mourad, Azzam
    Otrok, Hadi
    Mizouni, Rabeb
    Bentahar, Jamal
    IEEE Internet of Things Magazine, 2020, 3 (02): : 68 - 73
  • [42] Meta-Governance: Blockchain-Driven Metaverse Platform for Mitigating Misbehavior Using Smart Contract and AI
    Rahaman, Md Facklasur
    Golam, Mohtasin
    Subhan, Md Raihan
    Tuli, Esmot Ara
    Kim, Dong-Seong
    Lee, Jae-Min
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2024, 21 (04): : 4024 - 4038
  • [43] Blockchain-Based Smart Contract and Edge AI Applied in a Multirobot System: An Approach
    Garrocho, Charles T. B.
    de Sousa, Frederico L. M.
    Silva, Mateus C.
    Oliveira, Ricardo A. R.
    IEEE ROBOTICS & AUTOMATION MAGAZINE, 2024, 31 (03) : 106 - 114
  • [44] Blockchain-Enabled Decentralized Edge Intelligence for Trustworthy 6G Consumer Electronics
    Wang, Xin
    Shankar, Achyut
    Li, Keqin
    Parameshachari, B. D.
    Lv, Jianhui
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (01) : 1214 - 1225
  • [45] Connected and Autonomous Vehicles in Web3: An Intelligence-Based Reinforcement Learning Approach
    Ren, Yuzheng
    Xie, Renchao
    Yu, Fei Richard
    Zhang, Ran
    Wang, Yuhang
    He, Ying
    Huang, Tao
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (08) : 9863 - 9877
  • [46] Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence
    Wang, Yitong
    Zhao, Jun
    2022 IEEE 8TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT, 2022,
  • [47] Exploring the convergence of Metaverse, Blockchain, Artificial Intelligence, and digital twin for pioneering the digitization in the envision smart grid 3.0
    Adnan, Muhammad
    Ahmed, Ijaz
    Iqbal, Sajid
    Fazal, Muhammad Rayyan
    Siddiqi, Sadia Jabeen
    Tariq, Muhammad
    COMPUTERS & ELECTRICAL ENGINEERING, 2024, 120
  • [48] Towards just and equitable Web3: social work recommendations for inclusive practice of AI policies
    Mathiyazhagan, Siva
    Patton, Desmond U.
    AI & SOCIETY, 2024, : 1549 - 1551
  • [49] Decentralized Web3 Reshaping Internet Governance: Towards the Emergence of New Forms of Nation-Statehood?
    Calzada, Igor
    FUTURE INTERNET, 2024, 16 (10)
  • [50] Development of a Blockchain-Based Web3 Application for CO2 Absortion Right Management
    Abu Arab, German
    Cogliatti, Juan Ignacio
    Mayr, Cristina
    Abu Arab, Juan
    Borrazas, Luis Mateo
    Urquizo, Pablo
    2024 L LATIN AMERICAN COMPUTER CONFERENCE, CLEI 2024, 2024,
12345