@inproceedings{3182090219754dc2a548029255e743ca,
title = "First scalable machine learning based architecture for cloud-native transport SDN controller",
abstract = "We present a cloud-native architecture with a machine learning QoT predictor that enables cognitive functions in transport SDN controllers. We evaluate the QoT predictor training and auto-scaling capabilities in a real WDM/SDM testbed.",
author = "Carlos Manso and Noboru Yoshikane and Ricard Vilalta and Raul Mu{\~n}oz and Ramon Casellas and Ricardo Mart{\'i}nez and Cen Wang and Filippos Balasis and Takehiro Tsuritani and Itsuro Morita",
note = "Funding Information: Work supported by the EC H2020 TeraFlow (101015857) and Spanish AURORAS (RTI2018-099178-I00) and Ministry of Internal Affairs and Communications, Japan grant number JP MI00316. Publisher Copyright: {\textcopyright} OSA 2021, {\textcopyright} 2021 The Author(s); Optical Fiber Communication Conference, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",
year = "2021",
language = "English",
series = "Optics InfoBase Conference Papers",
publisher = "The Optical Society",
booktitle = "Optical Fiber Communication Conference, OFC 2021",
address = "United States",
}