Multi-Region Asynchronous Swarm Learning for Data Sharing in Large-Scale Internet of Vehicles

To provide various intelligent services in Internet of Vehicles (IoVs), such as autonomous driving, data sharing technologies enable vehicles to overcome information barriers and provide a big data foundation. Federated Learning (FL), which shares models instead of raw data, has emerged as a popular...

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Veröffentlicht in:	IEEE communications letters 2023-11, Vol.27 (11), p.2978-2982
Hauptverfasser:	Yin, Hongbo, Huang, Xiaoge, Wu, Yuhang, Liang, Chengchao, Chen, Qianbin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Big Data blockchain Blockchains Computational modeling Cryptography Data models Data privacy data sharing Information sharing Internet of Vehicles Network topologies Privacy Security swarm learning Task analysis The Internet of Vehicles Training
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