Reda Ayassi

According to our database, Reda Ayassi authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Experimental demonstration of local AI-Agents for lifecycle management and control automation of optical networks.

Chenyu Sun, Xin Yang, Nicola Di Cicco, Reda Ayassi, Virajit Garbhapu Venkata, Photios A. Stavrou, Massimo Tornatore, Gabriel Charlet, Yvan Pointurier

J. Opt. Commun. Netw., 2025

Inputs Refinement with Incremental Learning for Accurate Digital Twin of Optical Networks.

Xin Yang, Chenyu Sun, Reda Ayassi, Gabriel Charlet, Massimo Tornatore, Yvan Pointurier

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

Filtering Impairments-Aware Digital Twin for SNR Prediction over Network Life-Cycle.

Reda Ayassi, Xin Yang, Chenyu Sun, Yvan Pointurier, Gabriel Charlet

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

2024

Field Trial Demonstration of Digital Twin Assisted Network Optimization on a Production Network.

Reda Ayassi, Xin Yang, Yvan Pointurier, Gabriel Charlet, Quoc Thai Nguyen, Yassine El Harraz

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).

Reda Ayassi

PhD thesis, 2023

2022

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

Jatin Babbar, Ahmed Triki, Reda Ayassi, Maxime Laye

JOCN, 2022

2020

A Fully Connected Neural Network Approach to Mitigate Fiber Nonlinear Effects in 200G DP-16-QAM Transmission System.

Clara Catanese, Reda Ayassi, Erwan Pincemin, Yves Jaouën

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

An Overview on Machine Learning-Based Solutions to Improve Lightpath QoT Estimation.

Reda Ayassi, Ahmed Triki, Maxime Laye, Noël Crespi, Roberto Minerva, Clara Catanese

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020