AI-Empowered Virtual Network Embedding: A Comprehensive Survey

S Wu, N Chen, A Xiao, P Zhang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
For the challenges posed by Internet rigidity, network virtualization (NV) technology emerges
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …

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 …

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 …

基于时空关联表征的空天地一体化网络资源精准管控方法

买天乐, 姚海鹏, 忻向军, 杨景凯, 靳辰朗 - 天地一体化信息网络 - infocomm-journal.com
空天地一体化网络中, 资源分布不均匀且随时间动态变化. 传统基于静态资源表征的优化调度
方法仅在单个时间片上进行调度优化, 资源利用率低, 并且在网络变化时需频繁地重新调整策略 …