2 citations · 8 across the 17 of their papers we have counts for
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Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution
Yijing Zhang, Md-Ferdous Pervej, Andreas F. Molisch
Video caching can significantly improve delivery efficiency and enhance quality of video streaming, which constitutes the majority of wireless communication traffic. Due to limited…
Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions
Yijing Zhang, Ferdous Pervej, Andreas F. Molisch
Performance of video streaming, which accounts for most of the traffic in wireless communication, can be significantly improved by caching popular videos at the wireless edge. Dete…
Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks
Md Ferdous Pervej, Andreas F. Molisch
Backhaul traffic congestion caused by the video traffic of a few popular files can be alleviated by storing the to-be-requested content at various levels in wireless video caching…
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks
Md Ferdous Pervej, Andreas F Molisch
Video caching can significantly improve backhaul traffic congestion by locally storing the popular content that users frequently request. A privacy-preserving method is desirable t…
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 +1
Modern connected vehicles (CVs) frequently require diverse types of content for mission-critical decision-making and onboard users' entertainment. These contents are required to be…
Vehicular Network Slicing for Reliable Access and Deadline-Constrained Data Offloading: A Multi-Agent On-Device Learning Approach
Md Ferdous Pervej, Shih-Chun Lin
Efficient data offloading plays a pivotal role in computational-intensive platforms as data rate over wireless channels is fundamentally limited. On top of that, high mobility adds…
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks
Md Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
While next-generation wireless communication networks intend leveraging edge caching for enhanced spectral efficiency, quality of service, end-to-end latency, content sharing cost,…
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks
Md Ferdous Pervej, Le Thanh Tan, Rose Qingyang Hu
Edge caching is a new paradigm that has been exploited over the past several years to reduce the load for the core network and to enhance the content delivery performance. Many exi…