Infrastructure-wide and intent-based networking dataset for 5G-and-beyond AI-driven autonomous networks

J Andrade-Hoz, Q Wang, JM Alcaraz-Calero - Sensors, 2024 - mdpi.com
In the era of Autonomous Networks (ANs), artificial intelligence (AI) plays a crucial role for
their development in cellular networks, especially in 5G-and-beyond networks. The …

Handling imbalanced 5G and beyond network tabular data using conditional generative models

J Andrade-Hoz, JM Alcaraz-Calero… - … and Mobile Computing …, 2024 - ieeexplore.ieee.org
Data-driven machine learning based approaches have been playing increasingly important
roles in 5 G and beyond (B5G) network management and optimisation. One of the major …

Multi-layer multi-technology firewall optimisation in beyond 5G networks using machine learning classifiers

J Andrade-Hoz, JM Alcaraz-Calero… - 2024 14th International …, 2024 - ieeexplore.ieee.org
Enhancing the security of Beyond 5G (B5G) and Pre-6G networks poses significant
challenges, particularly in effectively implementing firewalls. Within a wide range of …