Triggering strategy for defragmentation process in Elastic Optical Networks using Machine Learning techniques

Bandwidth fragmentation is a critical problem for Elastic Optical Networks (EON), and spectrum defragmentation is the most important strategy to mitigate this phenomenon. In this work we propose a Machine Learning (ML) based method for estimating the Blocking Rate, which, when exceeding a threshold,...

Full description

Bibliographic Details
Main Authors: Enrique Dávalos, José-Luis Enciso, Nicolás Silva, Juan Pinto-Ríos, Ariel Leiva
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959523000085