Decentralized AI: edge intelligence and smart blockchain, metaverse, Web3, and DeSci

Longbing Cao

doi:10.1109/MIS.2022.3181504

Decentralized AI: edge intelligence and smart blockchain, metaverse, Web3, and DeSci

Longbing Cao^*

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

163 Citations (Scopus)

Abstract

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.

Original language	English
Pages (from-to)	6-19
Number of pages	14
Journal	IEEE Intelligent Systems
Volume	37
Issue number	3
DOIs	https://doi.org/10.1109/MIS.2022.3181504
Publication status	Published - 2022
Externally published	Yes

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10.1109/MIS.2022.3181504

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title = "Decentralized AI: edge intelligence and smart blockchain, metaverse, Web3, and DeSci",

abstract = "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.",

author = "Longbing Cao",

year = "2022",

doi = "10.1109/MIS.2022.3181504",

language = "English",

volume = "37",

pages = "6--19",

journal = "IEEE Intelligent Systems",

issn = "1541-1672",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

number = "3",

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T1 - Decentralized AI

T2 - edge intelligence and smart blockchain, metaverse, Web3, and DeSci

AU - Cao, Longbing

PY - 2022

Y1 - 2022

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85135572135&partnerID=8YFLogxK

UR - http://purl.org/au-research/grants/arc/DP190101079

UR - http://purl.org/au-research/grants/arc/FT190100734

U2 - 10.1109/MIS.2022.3181504

DO - 10.1109/MIS.2022.3181504

M3 - Review article

SN - 1541-1672

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SP - 6

EP - 19

JO - IEEE Intelligent Systems

JF - IEEE Intelligent Systems

IS - 3

ER -

Decentralized AI: edge intelligence and smart blockchain, metaverse, Web3, and DeSci

Abstract

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Deep Interaction Learning in Unlabelled Big Data and Complex Systems (FT190100734)

Deep analytics of non-occurring but important behaviours (DP190101079)

Cite this

Decentralized AI: edge intelligence and smart blockchain, metaverse, Web3, and DeSci

Abstract

Access to Document

Other files and links

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Projects

Deep Interaction Learning in Unlabelled Big Data and Complex Systems (FT190100734)

Deep analytics of non-occurring but important behaviours (DP190101079)

Cite this