Mobility Accelerates Learning: Convergence Analysis on Hierarchical
Federated Learning in Vehicular Networks

Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks

18 January 2024

Deniz Gündüz

Papers citing "Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks"

7 / 7 papers shown

Title
Secure Cluster-Based Hierarchical Federated Learning in Vehicular Networks M. S. HaghighiFard Sinem Coleri AAML 33 0 0 02 May 2025
Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT Xiaohong Yang Minghui Liwang Liqun Fu Yuhan Su Seyyedali Hosseinalipour Xianbin Wang Yiguang Hong 54 0 0 08 Mar 2025
FedMeld: A Model-dispersal Federated Learning Framework for Space-ground Integrated Networks Qian Chen Xianhao Chen Kaibin Huang FedML 36 2 0 23 Dec 2024
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning Jintao Yan Tan Chen Yuxuan Sun Zhaojun Nan Sheng Zhou Zhisheng Niu 29 3 0 25 Jun 2024
Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detection M. S. HaghighiFard Sinem Coleri AAML 42 0 0 25 May 2024
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 168 787 0 15 Feb 2021
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,685 0 14 Apr 2018