3 papers
cs.NI2024★ 11 cited
Designing the Network Intelligence Stratum for 6G Networks
Paola Soto, Miguel Camelo, Gines Garcia-Aviles +15
As network complexity escalates, there is an increasing need for more sophisticated methods to manage and operate these networks, focusing on enhancing efficiency, reliability, and…
cs.NI2024
Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning
Paola Soto, Miguel Camelo, Danny De Vleeschauwer +7
Automating network processes without human intervention is crucial for the complex Sixth Generation (6G) environment. Thus, 6G networks must advance beyond basic automation, relyin…
cs.NI2021
Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs
Francesc Wilhelmi, David Góez, Paola Soto +8
With the advent of Artificial Intelligence (AI)-empowered communications, industry, academia, and standardization organizations are progressing on the definition of mechanisms and…