Joint auction-coalition formation framework for communication-efficient federated learning in UAV-enabled Internet of Vehicles

• Main Authors: Ng, Jer Shyuan, Lim, Bryan Wei Yang, Dai, Hong-Ning, Xiong, Zehui, Huang, Jianqiang, Niyato, Dusit, Hua, Xian-Sheng, Leung, Cyril, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Computational Modeling; Unmanned Aerial Vehicles
• Online Access: https://hdl.handle.net/10356/150971
• Institution: Nanyang Technological University

Due to the advanced capabilities of the Internet of Vehicles (IoV) components such as vehicles, Roadside Units (RSUs) and smart devices as well as the increasing amount of data generated, Federated Learning (FL) becomes a promising tool given that it enables privacy-preserving machine learning that...