An Overview on Machine Learning-Based Solutions to Improve Lightpath QoT Estimation. - Reda Ayassi; Ahmed Triki; Maxime Laye; Noël Crespi; Roberto Minerva; Clara Catanese (ICTON, 2020)

Automation Journey in Core and Metro Networks: an Operator View. - Esther Le Rouzic; Olivier Augizeau; Olivier Renais; Julien Meuric; Thierry Marcot; Christophe Betoule; Gilles Thouénon; Ahmed Triki; Maxime Laye; Nicolas Pelloquin; Yannick Lagadec; Emmanuelle Delfour (ECOC, 2021)

Optical Network Alarms Classification using Unsupervised Machine Learning. - Lareb Zar Khan; Ahmed Triki; Maxime Laye; Nicola Sambo (OECC/PSC, 2022)

Machine learning models for alarm classification and failure localization in optical transport networks. - Jatin Babbar; Ahmed Triki; Reda Ayassi; Maxime Laye (JOCN, 2022)

Operator view on optical transport network automation in a multi-vendor context [Invited]. - Esther Le Rouzic; Olivier Renais; Julien Meuric; Thierry Marcot; Christophe Betoule; Gilles Thouénon; Ahmed Triki; Maxime Laye; Nicolas Pelloquin; Yannick Lagadec; Emmanuelle Delfour; Matthias Ermel; et al. (JOCN, 2022)

Smart Optical Fingerprint Analysis for Soft Failure Diagnosis in Transport Network. - Abdennour Ben Terki; Ahmed Triki; Mathieu Herviou; Maxime Laye; Bertrand Le Guyader; Sébastien Buis; Nicola Sambo (ONDM, 2025)