[HTML][HTML] 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges

AA Barakabitze, A Ahmad, R Mijumbi, A Hines - Computer Networks, 2020 - Elsevier
The increasing consumption of multimedia services and the demand of high-quality services
from customers has triggered a fundamental change in how we administer networks in terms …

Proactive dynamic network slicing with deep learning based short-term traffic prediction for 5G transport network

Q Guo, R Gu, Z Wang, T Zhao, Y Ji, J Kong… - Optical Fiber …, 2019 - opg.optica.org
Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction
for 5G Transport Network Page 1 W3J.3.pdf OFC 2019 © OSA 2019 Proactive Dynamic …

Elastic adaptive network slicing scheme based on multi-priority cooperative prediction in Fi-Wi access network

Q Tian, S Li, F Wang, R Gao, H Yao… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
With the development of information technology, optical access network gradually presents
the characteristics of multi-domain, multi-layer and multi-vendor. The network slicing …

Flexible optical network enabled proactive cross-layer restructuring for 5G/B5G backhaul network with machine learning engine

R Gu, Y Qu, M Lian, H Li, Z Wang, Y Zhu… - 2020 Optical Fiber …, 2020 - ieeexplore.ieee.org
It demonstrates a flexible optical network enabled" Network Restructuring as Traffic
Changes" for 5G/B5G backhaul network, which realizes proactive cross-layer network …

AI-assisted intent-based traffic grooming in a dynamically shared 5G optical fronthaul network

L Guan, M Zhang, Y Gui, C Zhang, H Yang… - Optics …, 2021 - opg.optica.org
The extremely high number of services with large bandwidth requirements and the
increasingly dynamic traffic patterns of cell sites pose major challenges to optical fronthaul …