Approaches to dynamic provisioning in multiband elastic optical networks

A. Beghelli, P. Morales, E. Viera, N. Jara, D. Borquez-Paredes, A. Leiva, G. Saavedra

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

Resumen

Adopting multiband transmission in optical networks can cost-effectively increase network capacity without deploying new fibre. In this paper, we focus on the solutions explored by the research community to address the problem of resource allocation in dynamic multiband elastic optical networks. We start by summarising the main challenges and contributions of the design of ad-hoc heuristics. Next, we review the few recent approaches based on deep reinforcement learning and evaluate the efficacy of different techniques to improve their performance. We also discuss possible future directions for research in the area.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2023 International Conference on Optical Network Design and Modeling, ONDM 2023
EditoresTeresa Gomes, David Larrabeiti-Lopez, Carmen Mas-Machuca, Luca Valcarenghi, Luisa Jorge, Paulo Melo
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9783903176546
EstadoPublicada - 2023
Evento2023 International Conference on Optical Network Design and Modeling, ONDM 2023 - Coimbra, Portugal
Duración: 8 may. 202311 may. 2023

Serie de la publicación

NombreProceedings of the 2023 International Conference on Optical Network Design and Modeling, ONDM 2023

Conferencia

Conferencia2023 International Conference on Optical Network Design and Modeling, ONDM 2023
País/TerritorioPortugal
CiudadCoimbra
Período8/05/2311/05/23

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