Reda Ayassi

According to our database1, Reda Ayassi authored at least 5 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Article 
PhD thesis 
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Links

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Bibliography

2024
Field Trial Demonstration of Digital Twin Assisted Network Optimization on a Production Network.
Proceedings of the International Conference on Optical Network Design and Modeling, 2024

2023
Artificial intelligence techniques to improve quality of transmission estimation in optical networks. (Techniques de l'intelligence artificielle pour l'amélioration des performances et l'optimisation des ressources des réseaux optiques).
PhD thesis, 2023

2022
Machine learning models for alarm classification and failure localization in optical transport networks.
JOCN, 2022

2020
A Fully Connected Neural Network Approach to Mitigate Fiber Nonlinear Effects in 200G DP-16-QAM Transmission System.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

An Overview on Machine Learning-Based Solutions to Improve Lightpath QoT Estimation.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020


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