Towards Autonomous Networks: Creating and Orchestrating Intelligence for Next-Generation Network Management

Softwarization and Virtualization have shaped modern 5G networks, transforming rigid network architectures into flexible, service-based infrastructures, enabling dynamic reconfiguration, scalability, and automation. Despite the tangible benefits of reducing CAPEX and OPEX and increasing resource eff...

Full description

Autores:

Soto Arenas, Paola Andrea

Tipo de recurso:

Doctoral thesis

Fecha de publicación:

2025

Institución:

Universidad de Antioquia

Repositorio:

Repositorio UdeA

Idioma:

eng

OAI Identifier:

oai:bibliotecadigital.udea.edu.co:10495/47606

Acceso en línea:

https://hdl.handle.net/10495/47606

Palabra clave:

Software-defined networking (Computer network technology)
Aprendizaje automático (inteligencia artificial)
Machine learning
Administración de redes de computadores
Network management
Redes de computadores
Computer networks
Autonomous Networks
http://id.loc.gov/authorities/subjects/sh2014000092
ODS 9: Industria, innovación e infraestructura. Construir infraestructuras resilientes, promover la industrialización inclusiva y sostenible y fomentar la innovación

Rights

openAccess

License

http://creativecommons.org/licenses/by-nc-sa/4.0/