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) …

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 …

Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme

S Wu, N Chen, G Wen, L Xu, P Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) promotes the deep integration of new-generation
communication technologies and industrial ecology. However, the popularity of computing …

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 …

面向天地融合网络的虚拟网络映射算法

方嘉睿, 张婷婷, 赵禹博, 武楠, 梁蓓 - 天地一体化信息网络, 2024 - infocomm-journal.com
针对复杂的天地融合网络环境下, 用户业务高差异, 异质资源强受限, 时空尺度大跨越,
网络拓扑高动态等特性, 给虚拟网络映射(Virtual Network Embedding, VNE) 算法带来的挑战 …

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 …