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Beyond REM: A New Approach to the Use of Image Classifiers for the Management of 6G Networks
Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Muro, Francisco; Baena, Carlos; Barco-Moreno, Raquel (MDPI, 2023-08-29)The management of cellular networks, particularly within the environment rapidly advancing to 6G, presents considerable challenges due to the highly dynamic radio environment. Traditional tools such as Radio Environment ... -
Evaluación del impacto del Noisy Neighbour en redes móviles virtualizadas
Muro, Francisco; Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Mikkelsen, Lars; Dieudonne, Michael; Torrecilla, Joaquín; Sethu, Ashok; Barco-Moreno, Raquel[et al.] (2021-09)The enhancement of virtualization in new generation cellular networks involves the arising of new paradigms in network management. Network Slicing is known as one of the key enablers for the wide range of different high ... -
Gestión de redes 5G basada en clasificadores de imágenes de aprendizaje profundo
Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Muro, Francisco; Baena-González, José Carlos; Barco-Moreno, Raquel (2022-09)Los enfoques tradicionales de resolución de problemas de la red celular se han basado en el análisis de alarmas o métricas de rendimiento para identificar la causa de los fallos de la red. A diferencia de este esquema, la ...