Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources

Author:

Su Dongyuan1,Zhou Yipeng2,Cui Laizhong1

Affiliation:

1. College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China

2. School of Computing, Macquarie University,Faculty of Science and Engineering,Sydney,Australia

Funder

National Key R&D Program of China

Shenzhen Fundamental Research Program

Publisher

IEEE

Reference39 articles.

1. Decentralized Machine Learning Through Experience-Driven Method in Edge Networks

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4. Federated Learning With Blockchain for Autonomous Vehicles: Analysis and Design Challenges

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1. Coreset-sharing based Collaborative Model Training among Peer Vehicles;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

2. Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources;IEEE Transactions on Services Computing;2024-07

3. Communication cost-aware client selection in online federated learning: A Lyapunov approach;Computer Networks;2024-07

4. A Rotating Server Scheme for Secure Federated Learning in Networked Autonomous Driving;2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall);2023-10-10

5. Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems;IEEE Internet of Things Journal;2023

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