QoS-aware Network Self-management Architecture based on DRL and SDN for remote areas

Juan Chafla Altamirano, Mohamd Amine Slimane, Hassan Hassan, Khalil Drira

Producción científica: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

Solving the problem of connectivity in remote areas is vital for providing important services (e.g., telemedicine, virtual education, etc.) to communities of these regions. However, managing these communication networks is complex and requires permanent human intervention in such inaccessible and highly variable environments. We propose a network self-management architecture based on SDN and DRL that self-adapts to operational conditions to meet the QoS demands of network services. We use a case study of QoS-aware routing optimization in a rural scenario to test our architecture.

Idioma originalInglés
Título de la publicación alojada2022 IEEE 11th IFIP International Conference on Performance Evaluation and Modeling in Wireless and Wired Networks, PEMWN 2022
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9783903176508
DOI
EstadoPublicada - 2022
Evento11th IEEE IFIP International Conference on Performance Evaluation and Modeling in Wireless and Wired Networks, PEMWN 2022 - Rome, Italia
Duración: 8 nov. 202210 nov. 2022

Serie de la publicación

Nombre2022 IEEE 11th IFIP International Conference on Performance Evaluation and Modeling in Wireless and Wired Networks, PEMWN 2022

Conferencia

Conferencia11th IEEE IFIP International Conference on Performance Evaluation and Modeling in Wireless and Wired Networks, PEMWN 2022
País/TerritorioItalia
CiudadRome
Período8/11/2210/11/22

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