Using Artificial Neural Networks to Evaluate the Capacity and Cost of Multi-Fiber Optical Backbone Networks

Using Artificial Neural Networks to Evaluate the Capacity and Cost of Multi-Fiber Optical Backbone Networks

A possible solution to address the enormous increase in traffic demands faced by network operators is to rely on multi-fiber optical backbone networks. These networks use multiple optical fibers between adjacent nodes, and, when properly designed, they are capable of handling petabits of data per se...

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Bibliographic Details
Main Authors: Alexandre Freitas, João Pires
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Photonics
Subjects:
multi-fiber optical networks
artificial neural networks
machine learning
network capacity and cost
fiber assignment
Online Access:https://www.mdpi.com/2304-6732/11/12/1110
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