Multi-domain virtual network embedding algorithm based on horizontal federated learning

P Zhang, N Chen, S Li, KKR Choo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Network Virtualization (NV) is an emerging network dynamic planning technique to
overcome network rigidity. As its necessary challenge, Virtual Network Embedding (VNE) …

[HTML][HTML] Non-Euclidean graph-convolution virtual network embedding for space–air–ground integrated networks

N Chen, S Shen, Y Duan, S Huang, W Zhang, L Tan - Drones, 2023 - mdpi.com
For achieving seamless global coverage and real-time communications while providing
intelligent applications with increased quality of service (QoS), AI-enabled space–air …

Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network

P Zhang, N Chen, G Xu, N Kumar… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the maturity of 5G and Intelligent Transportation Systems (ITS) technologies and the
prospect of Beyond 5G (B5G) and 6G technologies, the limited lifetime and computing of …

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE

P Zhang, N Chen, N Kumar, L Abualigah… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
As electric vehicle (EV) ownership becomes more commonplace, partly due to government
incentives, there is a need also to design solutions such as energy allocation strategies to …

Multi-target-aware energy orchestration modeling for grid 2.0: A network virtualization approach

L Wang, Z Zheng, N Chen, Y Chi, Y Liu, H Zhu… - IEEE …, 2023 - ieeexplore.ieee.org
Smart Grid–Grid 2.0, is a promising grid scenario due to its low cost, high reliability, and high
security. However, the high-intensity complex task interaction and the differentiated Quality …

Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval

S Zhou, Y Han, N Chen, S Huang, KK Igorevich… - IEEE …, 2023 - ieeexplore.ieee.org
Cross-modal hashing retrieval has attracted extensive attention due to its low storage
requirements as well as high retrieval efficiency. In particular, how to more fully exploit the …

DNFS-VNE: Deep Neuro-Fuzzy System-Driven Virtual Network Embedding Algorithm

A Xiao, N Chen, S Wu, S Shen, W Ding… - arXiv preprint arXiv …, 2023 - arxiv.org
By decoupling substrate resources, network virtualization (NV) is a promising solution for
meeting diverse demands and ensuring differentiated quality of service (QoS). In particular …