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

被引：105
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
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