Concepedia

Maxime Laye

ML

Statistics

Publications

4

Citations

102

H-Index

4

Active since

2020

Affiliations

Orange (France)(Current)

Institut Polytechnique de Paris

Institut Mines-Télécom

Maxime Laye is an author at Orange (France) specializing in computer science, machine learning, and network capacity planning.

Publications per year

2020–2022

4

Publications

4

Survey on the Use of Machine Learning for Quality of Transmission Estimation in Optical Transport Networks

Reda Ayassi, Ahmed Triki, Noël Crespi et al. · Journal of Lightwave Technology · 2022 · 48 citations · Full text

Engineering, Computer Science, Systems Engineering +11

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

Jatin Babbar, Ahmed Triki, Reda Ayassi et al. · Journal of Optical Communications and Networking · 2022 · 22 citations

Computing, Computer Science, Systems Engineering +17

Operator view on optical transport network automation in a multi-vendor context [Invited]

Esther Le Rouzic, Olivier Renais, Julien Meuric et al. · Journal of Optical Communications and Networking · 2022 · 18 citations

Computing, Computer Science, Information Technology +17

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

Reda Ayassi, Ahmed Triki, Maxime Laye et al. · 2020 · 14 citations · Full text

Computing, Computer Science, Machine Learning +10

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