Md. Ferdous Pervej

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Transportation Networks

Content Delivery

Resource Constrained

Reinforcement Learning

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands. IEEE Trans. Veh. Technol. 73 (1) (2024)
Md. Ferdous Pervej, Andreas F. Molisch
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks. CoRR (2024)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Md. Ferdous Pervej, Andreas F. Molisch
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks. CoRR (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. CoRR (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles. CoRR (2022)
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach. CoRR (2022)
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles. IV (2022)
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles. CoRR (2022)
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks. GLOBECOM (2020)
Md. Ferdous Pervej, Shih-Chun Lin
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation. CoRR (2020)
Md. Ferdous Pervej, Shih-Chun Lin
Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach. VTC Fall (2020)
Md. Ferdous Pervej, Shih-Chun Lin
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation. ICC Workshops (2020)
Md. Ferdous Pervej, Shih-Chun Lin
Vehicular Network Slicing for Reliable Access and Deadline-Constrained Data Offloading: A Multi-Agent On-Device Learning Approach. CoRR (2020)
Md. Ferdous Pervej, Shih-Chun Lin
Eco-Vehicular Edge Networks for Connected Transportation: A Decentralized Multi-Agent Reinforcement Learning Approach. CoRR (2020)
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks. CoRR (2020)
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks. CoRR (2020)
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks. GLOBECOM (2020)