Using aerial and vehicular NFV infrastructures to agilely create vertical services

B Nogales, M Silva, I Vidal, M Luís, F Valera… - Sensors, 2021 - mdpi.com
5G communications have become an enabler for the creation of new and more complex
networking scenarios, bringing together different vertical ecosystems. Such behavior has …

Artificial intelligence control logic in next-generation programmable networks

M Żotkiewicz, W Szałyga, J Domaszewicz, A Bąk… - Applied Sciences, 2021 - mdpi.com
The new generation of programmable networks allow mechanisms to be deployed for the
efficient control of dynamic bandwidth allocation and ensure Quality of Service (QoS) in …

Service shifting: A paradigm for service resilience in 5G

F Malandrino, CF Chiasserini… - IEEE Communications …, 2019 - ieeexplore.ieee.org
Many real-world services can be provided through multiple virtual network function (VNF)
graphs, corresponding, for example, to high-and low-complexity variants of the service itself …

Network cloudification enabling network-cloud/fog service unification: state of the art and challenges

Q Duan, S Wang - 2019 IEEE world congress on services …, 2019 - ieeexplore.ieee.org
The recent developments in networking research leverage the principles of virtualization
and service-orientation to enable fundamental changes in network architecture, which forms …

A Learning Factory Framework: Challenges and Solutions for an Irish University

W Quinn, V Cionca, K Witheephanich, C Ozturk - IFAC-PapersOnLine, 2022 - Elsevier
After its first decade since initialisation, Industry 4.0 is now becoming a standard for
manufacturing industry. This new standard necessitates a new era of skilled workforce from …

Studying and Simulation of a NS3 frameworktowards a 5G Complete Network Platform

FG Lavacca, P Salvo, L Costantini… - … Workshop on Fiber …, 2019 - ieeexplore.ieee.org
In this paper, we present a novel NS3-based frameworkto simulate a complete 5G network
architecture, including core, fronthaul andLTE access (ie, Non-Standalone, 3GPP Release …

GH-Twin: Graph Learning Empowered Hierarchical Digital Twin for Optimizing Self-Healing Networks

N Moustafa - Sustainable Machine Intelligence Journal, 2024 - sciencesforce.com
Communication networks are witnessing a fast evolution towards Beyond 5G (B5G),
bringing unprecedented complexities and challenges for optimizing networks in …

A distributed online learning approach to detect anomalies for virtualized network slicing

W Wang, Q Chen, T Liu, X He… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
As the network slicing is one of the critical enablers in communication networks, one
anomalous physical node (PN) in substrate networks that carries multiple virtual network …

5GEN: A tool to generate 5G infrastructure graphs

J Martín-Pérez, L Cominardi… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
Ongoing research on 5G is looking into software platforms to evaluate new developments on
5G networks. Some 5G hardware is now starting to be available, but it is scarce and very …

[PDF][PDF] 虚拟网络切片中的在线异常检测算法研究

王威丽, 陈前斌, 唐伦 - 电子与信息学报, 2020 - jeit.ac.cn
在虚拟化网络切片场景中, 底层物理网络中一个物理节点(PN) 或一条物理链路(PL)
的异常会造成多个网络切片的性能退化. 因网络中每个时刻都会产生新的测量数据 …