2 citations · 8 across the 17 of their papers we have counts for
5 papers · 1 filter
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…
Dynamic Power Allocation and Virtual Cell Formation for Throughput-Optimal Vehicular Edge Networks in Highway Transportation
Md Ferdous Pervej, Shih-Chun Lin
This paper investigates highly mobile vehicular networks from users' perspectives in highway transportation. Particularly, a centralized software-defined architecture is introduced…
Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach
Md Ferdous Pervej, Shih-Chun Lin
This paper introduces an energy-efficient, software-defined vehicular edge network for the growing intelligent connected transportation system. A joint user-centric virtual cell fo…