Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach MF Pervej, SC Lin 2020 IEEE 92nd Vehicular Technology Conference (VTC-Fall), 1-7, 2020 | 21 | 2020 |
Resource constrained vehicular edge federated learning with highly mobile connected vehicles MF Pervej, R Jin, H Dai IEEE Journal on Selected Areas in Communications, 2023 | 14 | 2023 |
Dynamic power allocation and virtual cell formation for Throughput-Optimal vehicular edge networks in highway transportation MF Pervej, SC Lin 2020 IEEE International Conference on Communications Workshops (ICC …, 2020 | 14 | 2020 |
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks MF Pervej, LT Tan, RQ Hu GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 9 | 2020 |
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles MF Pervej, J Guo, KJ Kim, K Parsons, P Orlik, SD Cairano, M Menner, ... 2022 IEEE Intelligent Vehicles Symposium (IV), 2022 | 7 | 2022 |
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks MF Pervej, LT Tan, RQ Hu GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020 | 7 | 2020 |
Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands MF Pervej, R Jin, SC Lin, H Dai IEEE Transactions on Vehicular Technology, 2023 | 5 | 2023 |
Hierarchical federated learning in wireless networks: Pruning tackles bandwidth scarcity and system heterogeneity MF Pervej, R Jin, H Dai IEEE Transactions on Wireless Communications, 2024 | 2 | 2024 |
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks MF Pervej, AF Molisch ICC 2024 - IEEE International Conference on Communications, 2023 | 1 | 2023 |
Communication and Computation Aware Distributed Machine Learning for Vehicular Networks J Guo, F Pervej, KJ Kim, K Parsons, P Orlik, SD Cairano, M Menner, ... US Patent App. 17/652,145, 2023 | 1 | 2023 |
Vehicular network slicing for reliable access and deadline-constrained data offloading: A multi-agent on-device learning approach MF Pervej, SC Lin arXiv preprint arXiv:2012.15545, 2020 | 1 | 2020 |
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks MF Pervej, AF Molisch arXiv preprint arXiv:2402.04216, 2024 | | 2024 |
Collaborative Edge and On-Device Learning in Wireless Networks Under Resource Constraints MF Pervej North Carolina State University, 2023 | | 2023 |
Edge Caching for Small Cell Networks MF Pervej | | 2019 |