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 …

Secure key real-time update and dynamic DNA encryption for CO-OFDM-PON based on a hybrid 5-D chaos

Y Wang, Q Zhang, R Gao, X Xin, R Xie, J Jiang… - Optics …, 2023 - opg.optica.org
A double key (DK) real-time update and hybrid five-dimensional (5-D) hyperchaotic
deoxyribonucleic acid (DNA) dynamic encryption scheme is proposed, which can ensure the …

A Novel 64 QAM-OFDM Optical Access System Based on Bit Reconstruction

R Xie, D Wu, Q Zhang, H Yao, X Wang, X Xin, F Tian… - Photonics, 2023 - mdpi.com
This paper proposes a novel orthogonal frequency division multiplexing (OFDM) optical
access scheme based on bit reconstruction. In this method, correlation is introduced into the …

Belief Propagation Optimization for Lossy Compression Based on Gaussian Source

H Deng, D Song, Z Xu, Y Sun, L Wang - Sensors, 2023 - mdpi.com
In the Internet of Things, sensor nodes collect environmental information and utilize lossy
compression for saving storage space. To achieve this objective, high-efficiency …

End-to-End Deep Learning of Joint Geometric Probabilistic Shaping Using a Channel-Sensitive Autoencoder

Y Li, H Chang, R Gao, Q Zhang, F Tian, H Yao, Q Tian… - Electronics, 2023 - mdpi.com
In this paper, we propose an innovative channel-sensitive autoencoder (CSAE)-aided end-
to-end deep learning (E2EDL) technique for joint geometric probabilistic shaping. 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 …

节点链路同时映射的多类型服务资源编排算法

冯川, 张旭, 马天纯, 郭磊 - 通信学报, 2024 - infocomm-journal.com
为了解决虚拟网络请求阻塞率较高和底层物理网络资源利用率较低的问题,
提出一种基于节点链路同时映射的多类型服务资源编排的算法. 在映射首节点时 …

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 …

Graph Transformer Aided Resource Virtualization Embedding in UAV Swarm Networks

C Zhang, H Yao, T Mai - Proceedings of the International Conference on …, 2024 - dl.acm.org
In the past few years, the Unmanned Aerial Vehicle (UAV) swarm has attracted widespread
attention from both academia and industry, It has been dramatically adopted in disaster …

Uso de Inteligencia Artificial para solucionar problemas de Network Embedding en redes móviles con virtualización

JL Medina Samamé - 2023 - repositorio.unican.es
En el contexto de las redes celulares de quinta generacion uno de los principales cambios
a nivel de arquitectura es la capacidad de virtualizar los elementos de acceso. En este …