Blockchain-Based Distributed Collaborative Computing for Vehicular Digital Twin Network

被引:1
|
作者
Liu, Lei [1 ]
Fu, Junqi [2 ,3 ]
Feng, Jie [2 ,3 ]
Wang, Guopeng [4 ]
Pei, Qingqi [5 ]
Dustdar, Schahram [6 ]
机构
[1] Xidian Univ, Guangzhou Inst Technol, Guangzhou 510555, Peoples R China
[2] Xidian Univ, Sch Telecommun Engn, Xian 710071, Shaanxi, Peoples R China
[3] Xian Univ Posts & Telecommun, Shaanxi Key Lab Informat Commun Network & Secur, Xian 710121, Shaanxi, Peoples R China
[4] Minist Educ, Engn Res Ctr Integrat & Applicat Digital Learning, Beijing 100816, Peoples R China
[5] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[6] TU Wien, Distributed Syst Grp, A-1040 Vienna, Austria
来源
IEEE NETWORK | 2024年 / 38卷 / 02期
基金
中国国家自然科学基金;
关键词
Digital twins; Blockchains; Collaboration; Task analysis; Resource management; Cloud computing; Security; Internet of Vehicles; Federated learning; Internet of vehicles; collaborative computing; digital twin; blockchain; resource allocation;
D O I
10.1109/MNET.2023.3318996
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Being the main starting point for intelligent transportation systems, internet of vehicles has entered a rapid development period. This motivates a large number of novel vehicular applications with diversified and personalized demands. Distributed collaborative computing provides a promising solution to meet these applications by on-demand resource management, but is faced with tremendous challenges in achieving trusted resource cooperation and accurate decision making. In this paper, we propose a blockchain-based vehicular digital twin architecture for distributed collaborative computing. In this architecture, blockchain facilitates the opening and sharing of vehicular resources, while digital twin enables the accurate management decision. Then, we investigate the computation offloading in blockchain-based vehicular digital twin networks to demonstrate the effectiveness of the proposed architecture. Finally, several important open issues are discussed in detail for further investigation on blockchain-based vehicular digital twin.
引用
收藏
页码:164 / 170
页数:7
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