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Md Ferdous Pervej
Title
Cited by
Cited by
Year
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
212020
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
132023
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
132020
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
92020
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
72022
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
72020
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
42023
Hierarchical federated learning in wireless networks: Pruning tackles bandwidth scarcity and system heterogeneity
MF Pervej, R Jin, H Dai
arXiv preprint arXiv:2308.01562, 2023
22023
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks
MF Pervej, AF Molisch
arXiv preprint arXiv:2311.06918, 2023
12023
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
12023
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
12020
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
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