1. Liu L. , Zhang J. , Song S. , Letaief K. B. , Edge-assisted hierarchical federated learning with non-iid data, arXiv preprint arXiv:1905.06641 , 2019 . Liu L., Zhang J., Song S., Letaief K. B., Edge-assisted hierarchical federated learning with non-iid data, arXiv preprint arXiv:1905.06641, 2019.
2. Model pruning enables efficient federated learning on edge devices;Jiang Y.;IEEE Transactions on Neural Networks and Learning Systems,2022
3. Budgeted online selection of candidate IoT clients to participate in federated learning, IEEE Internet of Things Journal;Mohammed I.;VOL.,2020
4. CMFL: Mitigating Communication Overhead for Federated Learning
5. Millimeter wave for 5G mobile fronthaul and backhaul