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Conferences > OFC > 2021 > F4H > F4H.6

First Scalable Machine Learning Based Architecture for Cloud-native Transport SDN Controller

Carlos Manso, Noboru Yoshikane, Ricard Vilalta, Raul Munñoz, Ramon Casellas, Ricardo Martínez, Cen Wang, Filippos Balasis, Takehiro Tsuritani, and Itsuro Morita

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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.

© 2021 The Author(s)

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