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ORCIDMd. Ferdous Pervej
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2020 – today
- 2024
[j3]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): 1129-1145 (2024)- [j2]Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai:
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. IEEE Trans. Wirel. Commun. 23(9): 11417-11432 (2024) - [c6]Md. Ferdous Pervej, Andreas F. Molisch:
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks. ICC 2024: 4723-4729 - [i12]Md. Ferdous Pervej, Andreas F. Molisch:
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks. CoRR abs/2402.04216 (2024) - [i11]Md. Ferdous Pervej, Minseok Choi, Andreas F. Molisch:
Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks. CoRR abs/2408.05886 (2024) - [i10]Md. Ferdous Pervej, Andreas F. Molisch:
Personalized Hierarchical Split Federated Learning in Wireless Networks. CoRR abs/2411.06042 (2024) - 2023
- [j1]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): 1825-1844 (2023) - [i9]Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai:
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. CoRR abs/2308.01562 (2023) - [i8]Md. Ferdous Pervej, Andreas F. Molisch:
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks. CoRR abs/2311.06918 (2023) - 2022
- [c5]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: 750-757 - [i7]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 abs/2202.07792 (2022) - [i6]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 abs/2205.09529 (2022) - [i5]Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai:
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles. CoRR abs/2210.15496 (2022) - 2020
- [c4]Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu:
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks. GLOBECOM 2020: 1-7 - [c3]Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu:
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks. GLOBECOM 2020: 1-6 - [c2]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: 1-7 - [c1]Md. Ferdous Pervej, Shih-Chun Lin:
Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach. VTC Fall 2020: 1-7 - [i4]Md. Ferdous Pervej, Shih-Chun Lin:
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation. CoRR abs/2002.10577 (2020) - [i3]Md. Ferdous Pervej, Shih-Chun Lin:
Eco-Vehicular Edge Networks for Connected Transportation: A Decentralized Multi-Agent Reinforcement Learning Approach. CoRR abs/2003.01005 (2020) - [i2]Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu:
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks. CoRR abs/2005.07941 (2020) - [i1]Md. Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu:
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks. CoRR abs/2005.07942 (2020)
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