48 citations · 130 across the 9 of their papers we have counts for
9 papers
CNN-FL for Biotechnology Industry Empowered by Internet-of-BioNano Things and Digital Twins
Mohammad, Jamshidi, Dinh Thai Hoang +1
Digital twins (DTs) are revolutionizing the biotechnology industry by enabling sophisticated digital representations of biological assets, microorganisms, drug development processe…
MetaShard: A Novel Sharding Blockchain Platform for Metaverse Applications
Cong T. Nguyen, Dinh Thai Hoang, Diep N. Nguyen +3
Due to its security, transparency, and flexibility in verifying virtual assets, blockchain has been identified as one of the key technologies for Metaverse. Unfortunately, blockcha…
Dynamic Resource Allocation for Metaverse Applications with Deep Reinforcement Learning
Nam H. Chu, Diep N. Nguyen, Dinh Thai Hoang +4
This work proposes a novel framework to dynamically and effectively manage and allocate different types of resources for Metaverse applications, which are forecasted to demand mass…
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework
Van-Dinh Nguyen, Thang X. Vu, Nhan Thanh Nguyen +6
To enable an intelligent, programmable and multi-vendor radio access network (RAN) for 6G networks, considerable efforts have been made in standardization and development of open R…
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
Yong Xiao, Rong Xia, Yingyu Li +5
With the rising demand for wireless services and increased awareness of the need for data protection, existing network traffic analysis and management architectures are facing unpr…
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence
Yong Xiao, Xiaohan Zhang, Guangming Shi +3
Real-time machine learning has recently attracted significant interest due to its potential to support instantaneous learning, adaptation, and decision making in a wide range of ap…