Machine-Learning-as-a-Service for Optical Network Automation
Paper i proceeding, 2023
MLaaS is introduced in the context of optical networks, and an architecture to take advantage of its potential is proposed. A use case of QoT classification using MLaaS techniques is benchmarked against state-of-the-art methods.
Machine learning
Network automation
Software-defined networking
Författare
Carlos Natalino Da Silva
Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk
Nasser Mohammadiha
Ericsson AB
Chalmers, Data- och informationsteknik, Data Science
Ashkan Panahi
Ericsson AB
Optical Fiber Communication Conference and Exhibition
W4G.3
978-1-957171-18-0 (ISBN)
2023 Optical Fiber Communication Conference and Exhibition - OFC'23
San Diego, CA, USA,
San Diego, CA, USA,
Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)
VINNOVA (2020-03506), 2021-02-01 -- 2024-01-31.
Styrkeområden
Informations- och kommunikationsteknik
Ämneskategorier
Arkitektur
Kommunikationssystem
Konstvetenskap
DOI
10.23919/OFC49934.2023.10116794