Survey on the use of machine learning for quality of transmission estimation in optical transport networks

Reda Ayassi (1, 2, 3, 4) , Ahmed Triki (4) , Noel Crespi (1, 2, 3) , Roberto Minerva (1, 2, 3) , Maxime Laye (4)

1 IP Paris - Institut Polytechnique de Paris
2 TSP - RS2M - Département Réseaux et Services Multimédia Mobiles
3 NeSS-SAMOVAR - Network Systems and Services
4 Orange Labs [Lannion]

Domaines: Réseaux et télécommunications [cs.NI]

Reda Ayassi, Ahmed Triki, Noel Crespi, Roberto Minerva, Maxime Laye. Survey on the use of machine learning for quality of transmission estimation in optical transport networks. Journal of Lightwave Technology, 2022, 40 (17), pp.5803-5815. ⟨10.1109/JLT.2022.3184178⟩. ⟨hal-03762481⟩