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Dynamic power implementation with reinforcement learning for excursion-free amplified optical systems

Maria Freire Hermelo , Dipankar Sengupta , Antoine Lavignotte , Christine Tremblay , Catherine Lepers
24th International Conference on Optical Network Design and Modelling, May 2020, Barcelona (Spain), Spain
Communication dans un congrès hal-04312757v1
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Prise en compte de la qualité de l’expérience utilisateur au sein des protocoles de streaming HTTP adaptatifs

Antoine Lavignotte
Multimédia [cs.MM]. Université Jean Monnet - Saint-Etienne, 2014. Français. ⟨NNT : 2014STET4008⟩
Thèse tel-01165118v1
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Quality of Experience, a very personal experience !

Antoine Lavignotte , Christophe Gravier , Julien Subercaze , Jacques Fayolle
DEXA Workshops, Aug 2013, Prague, European Union. pp.231-235, ⟨10.1109/DEXA.2013.30⟩
Communication dans un congrès ujm-00990156v1

Reinforcement learning for compensating power excursions in amplified WDM systems

Maria Freire-Hermelo , Dipankar Sengupta , Antoine Lavignotte , Christine Tremblay , Catherine Lepers
Journal of Lightwave Technology, 2021, 39 (21), pp.6805 - 6813. ⟨10.1109/jlt.2021.3107774⟩
Article dans une revue hal-04304793v1

Multi-provider secure virtual network embedding

François Boutigny , Stephane Betge-Brezetz , Hervé Debar , Gregory Blanc , Antoine Lavignotte , et al.
NTMS 2018 : 9th IFIP International Conference on New Technologies, Mobility and Security, Feb 2018, Paris, France. pp.1 - 5, ⟨10.1109/NTMS.2018.8328706⟩
Communication dans un congrès hal-01868949v1
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The cost of learning fast with reinforcement learning for edge cache allocation

Theo Bouganim , Andrea Araldo , Antoine Lavignotte , Nessim Oussedik , Gabriel Guez
ITC 2020: 32nd International Teletraffic Congress, PhD Workshop, Sep 2020, Osaka, Japan
Communication dans un congrès hal-02542133v2

Fault prediction for heterogeneous telecommunication networks using machine learning : a survey

Killian Murphy , Antoine Lavignotte , Catherine Lepers
IEEE Transactions on Network and Service Management, 2023, pp.1-1. ⟨10.1109/TNSM.2023.3340351⟩
Article dans une revue hal-04331342v1

Machine learning for optical amplifier control in optical networks

Maria José Freire Hermelo , Franck Gillet , Antoine Lavignotte , Catherine Lepers
JNOG 2019 : 39ème Journées Nationales d'Optique Guidée, Jul 2019, Saclay, France. 2019
Poster de conférence hal-02466472v1

Experimental characterization of an SOA-based photonic integrated switch

Maria José Freire Hermelo , Eloise de Carvalho Rodrigues , Surampudi Atchutananda , Franck Gillet , Cédric Ware , et al.
ACP 2018 : Asia Communication and Photonics Conference, Oct 2018, Hangzhou, China. pp.1 - 3, ⟨10.1109/ACP.2018.8595878⟩
Communication dans un congrès hal-01980405v1
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Quality of Experience in 3D Multimedia

Antoine Lavignotte , Christophe Gravier , Julien Subercaze , Jacques Fayolle
International Conference on Enterprise Information Systems, Jul 2013, Lisbonne, France. pp.119-125, ⟨10.1109/DEXA.2013.30⟩
Communication dans un congrès ujm-00990146v1

Optical amplifier control in optical networks using machine learning

Catherine Lepers , Maria Freire-Hermelo , Antoine Lavignotte , Dipankar Sengupta , Christine Tremblay
Photonic Networks and Devices (Networks), Jul 2020, Washington, United States. pp.NeM3B.5, ⟨10.1364/NETWORKS.2020.NeM3B.5⟩
Communication dans un congrès hal-04304822v1
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Solving security constraints for 5G slice embedding: a proof-of-concept

François Boutigny , Stéphane Betgé-Brezetz , Gregory Blanc , Antoine Lavignotte , Hervé Debar , et al.
Computers and Security, 2020, 89, pp.101662-1 - 101662-18. ⟨10.1016/j.cose.2019.101662⟩
Article dans une revue hal-02387073v1

Predicting optical power excursions in erbium doped fiber amplifiers using neural networks

Maria José Freire Hermelo , Sébastien Mansfeld , Djamel Amar , Franck Gillet , Antoine Lavignotte , et al.
ACP 2018 : Asia Communication and Photonics Conference, Oct 2018, Hangzhou, China. pp.1 - 3, ⟨10.1109/ACP.2018.8596233⟩
Communication dans un congrès hal-01980287v1

Fault prediction for optical access network equipment using decision tree methods

Killian Murphy , Antoine Lavignotte , Catherine Lepers
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM), Nov 2023, Wuhan, China. pp.1-5, ⟨10.1109/ACP/POEM59049.2023.10369987⟩
Communication dans un congrès hal-04391064v1

Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning

Maria Freire-Hermelo , Antoine Lavignotte , Catherine Lepers
Photonic Networks and Devices (Networks), Jul 2021, Washington, United States. pp.NeF2B.4, ⟨10.1364/NETWORKS.2021.NeF2B.4⟩
Communication dans un congrès hal-04312830v1