Md. Ferdous Pervej

31 papers B 2C 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Split Learning With Overlapping Areas: Handling Distribution Shift in Multi-Cell Networks.
IEEE Trans. Netw.
Atif Rizwan, Dong-Jun Han, Md. Ferdous Pervej, Christopher G. Brinton, Andreas F. Molisch, Minseok Choi
2025 — conf
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles.
MILCOM
Md. Ferdous Pervej, Richeng Jin, Md Moin Uddin Chowdhury, Simran Singh, Ismail Güvenç, Huaiyu Dai
2025 J jnl
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles.
CoRR
Md. Ferdous Pervej, Richeng Jin, Md Moin Uddin Chowdhury, Simran Singh, Ismail Güvenç, Huaiyu Dai
2025 J jnl
Double Directional Wireless Channel Generation: A Statistics-Informed Generative Approach.
CoRR
Md. Ferdous Pervej, Patel Pratik, Koushik Manjunatha, Prasad Shamain, Andreas F. Molisch
2025 — conf
Double Directional Wireless Channel Generation: a Statistics-Informed Generative Approach.
ICC
Md. Ferdous Pervej, Patel Pratik, Koushik Manjunatha, Prasad Shamain, Andreas F. Molisch
2025 — conf
Personalized Hierarchical Split Federated Learning in Wireless Networks.
ICC
Md. Ferdous Pervej, Andreas F. Molisch
2025 J jnl
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks.
IEEE Trans. Wirel. Commun.
Md. Ferdous Pervej, Andreas F. Molisch
2025 — conf
Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions.
MILCOM
Yijing Zhang, Md. Ferdous Pervej, Andreas F. Molisch
2025 J jnl
Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions.
CoRR
Yijing Zhang, Md. Ferdous Pervej, Andreas F. Molisch
2025 J jnl
Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution.
CoRR
Yijing Zhang, Md. Ferdous Pervej, Andreas F. Molisch
2024 J jnl
Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands.
IEEE Trans. Veh. Technol.
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
2024 J jnl
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity.
IEEE Trans. Wirel. Commun.
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
2024 J jnl
Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks.
CoRR
Md. Ferdous Pervej, Minseok Choi, Andreas F. Molisch
2024 J jnl
Personalized Hierarchical Split Federated Learning in Wireless Networks.
CoRR
Md. Ferdous Pervej, Andreas F. Molisch
2024 — conf
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks.
ICC
Md. Ferdous Pervej, Andreas F. Molisch
2024 J jnl
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks.
CoRR
Md. Ferdous Pervej, Andreas F. Molisch
2023 J jnl
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity.
CoRR
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
2023 J jnl
Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles.
IEEE J. Sel. Areas Commun.
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
2023 J jnl
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks.
CoRR
Md. Ferdous Pervej, Andreas F. Molisch
2022 J jnl
Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach.
CoRR
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
2022 C conf
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles.
IV
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
2022 J jnl
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles.
CoRR
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
2022 J jnl
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles.
CoRR
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
2020 B conf
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks.
GLOBECOM
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
2020 J jnl
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks.
CoRR
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
2020 — conf
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation.
ICC Workshops
Md. Ferdous Pervej, Shih-Chun Lin
2020 J jnl
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation.
CoRR
Md. Ferdous Pervej, Shih-Chun Lin
2020 J jnl
Eco-Vehicular Edge Networks for Connected Transportation: A Decentralized Multi-Agent Reinforcement Learning Approach.
CoRR
Md. Ferdous Pervej, Shih-Chun Lin
2020 — conf
Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach.
VTC Fall
Md. Ferdous Pervej, Shih-Chun Lin
2020 B conf
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks.
GLOBECOM
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
2020 J jnl
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks.
CoRR
Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu