Md. Ferdous Pervej

According to our database, Md. Ferdous Pervej authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks.

Md. Ferdous Pervej, Andreas F. Molisch

IEEE Trans. Wirel. Commun., January, 2025

2024

Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity.

Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai

IEEE Trans. Wirel. Commun., September, 2024

Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands.

Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai

IEEE Trans. Veh. Technol., January, 2024

Personalized Hierarchical Split Federated Learning in Wireless Networks.

Md. Ferdous Pervej, Andreas F. Molisch

CoRR, 2024

Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks.

Md. Ferdous Pervej, Minseok Choi, Andreas F. Molisch

CoRR, 2024

Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks.

Md. Ferdous Pervej, Andreas F. Molisch

Proceedings of the IEEE International Conference on Communications, 2024

2023

Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles.

Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai

IEEE J. Sel. Areas Commun., June, 2023

2022

Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach.

Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai

CoRR, 2022

Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles.

Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

2020

Eco-Vehicular Edge Networks for Connected Transportation: A Decentralized Multi-Agent Reinforcement Learning Approach.

Md. Ferdous Pervej, Shih-Chun Lin

CoRR, 2020

Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach.

Md. Ferdous Pervej, Shih-Chun Lin

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation.

Md. Ferdous Pervej, Shih-Chun Lin

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks.

Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu

Proceedings of the IEEE Global Communications Conference, 2020

Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks.

Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu

Proceedings of the IEEE Global Communications Conference, 2020