Antoine LAVIGNOTTE

Article dans une revue

2023

ref_biblio

Killian Murphy, Antoine Lavignotte, Catherine Lepers. Fault prediction for heterogeneous telecommunication networks using machine learning : a survey. IEEE Transactions on Network and Service Management, 2023, pp.1-1. ⟨10.1109/TNSM.2023.3340351⟩. ⟨hal-04331342⟩

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2021

ref_biblio

Maria José Freire Hermelo, Dipankar Sengupta, Antoine Lavignotte, Christine Tremblay, Catherine Lepers. Reinforcement learning for compensating power excursions in amplified WDM systems. Journal of Lightwave Technology, 2021, 39 (21), pp.6805 - 6813. ⟨10.1109/jlt.2021.3107774⟩. ⟨hal-04304793⟩

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2020

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François Boutigny, Stéphane Betgé-Brezetz, Gregory Blanc, Antoine Lavignotte, Hervé Debar, et al.. Solving security constraints for 5G slice embedding: a proof-of-concept. Computers & Security, 2020, 89, pp.101662-1 - 101662-18. ⟨10.1016/j.cose.2019.101662⟩. ⟨hal-02387073⟩

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Communication dans un congrès

2023

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Killian Murphy, Antoine Lavignotte, Catherine Lepers. Fault prediction for optical access network equipment using decision tree methods. 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⟩. ⟨hal-04391064⟩

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2021

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Maria José Freire Hermelo, Antoine Lavignotte, Catherine Lepers. Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning. Photonic Networks and Devices (Networks), Jul 2021, Washington, United States. pp.NeF2B.4, ⟨10.1364/NETWORKS.2021.NeF2B.4⟩. ⟨hal-04312830⟩

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2020

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Theo Bouganim, Andrea Araldo, Antoine Lavignotte, Nessim Oussedik, Gabriel Guez. The cost of learning fast with reinforcement learning for edge cache allocation. ITC 2020: 32nd International Teletraffic Congress, PhD Workshop, Sep 2020, Osaka, Japan. ⟨hal-02542133v2⟩

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Maria José Freire Hermelo, Dipankar Sengupta, Antoine Lavignotte, Christine Tremblay, Catherine Lepers. Dynamic power implementation with reinforcement learning for excursion-free amplified optical systems. 24th International Conference on Optical Network Design and Modelling, May 2020, Barcelona (Spain), Spain. ⟨hal-04312757⟩

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ref_biblio

Catherine Lepers, Maria José Freire Hermelo, Antoine Lavignotte, Dipankar Sengupta, Christine Tremblay. Optical amplifier control in optical networks using machine learning. Photonic Networks and Devices (Networks), Jul 2020, Washington, United States. pp.NeM3B.5, ⟨10.1364/NETWORKS.2020.NeM3B.5⟩. ⟨hal-04304822⟩

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2018

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François Boutigny, Stephane Betge-Brezetz, Hervé Debar, Gregory Blanc, Antoine Lavignotte, et al.. Multi-provider secure virtual network embedding. NTMS 2018 : 9th IFIP International Conference on New Technologies, Mobility and Security, Feb 2018, Paris, France. pp.1 - 5, ⟨10.1109/NTMS.2018.8328706⟩. ⟨hal-01868949⟩

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ref_biblio

Maria José Freire Hermelo, Sébastien Mansfeld, Djamel Amar, Franck Gillet, Antoine Lavignotte, et al.. Predicting optical power excursions in erbium doped fiber amplifiers using neural networks. ACP 2018 : Asia Communication and Photonics Conference, Oct 2018, Hangzhou, China. pp.1 - 3, ⟨10.1109/ACP.2018.8596233⟩. ⟨hal-01980287⟩

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Maria José Freire Hermelo, Eloise de Carvalho Rodrigues, Surampudi Atchutananda, Franck Gillet, Cédric Ware, et al.. Experimental characterization of an SOA-based photonic integrated switch. ACP 2018 : Asia Communication and Photonics Conference, Oct 2018, Hangzhou, China. pp.1 - 3, ⟨10.1109/ACP.2018.8595878⟩. ⟨hal-01980405⟩

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2013

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Antoine Lavignotte, Christophe Gravier, Julien Subercaze, Jacques Fayolle. Quality of Experience, a very personal experience !. DEXA Workshops, Aug 2013, Prague, European Union. pp.231-235, ⟨10.1109/DEXA.2013.30⟩. ⟨ujm-00990156⟩

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ref_biblio

Antoine Lavignotte, Christophe Gravier, Julien Subercaze, Jacques Fayolle. Quality of Experience in 3D Multimedia. International Conference on Enterprise Information Systems, Jul 2013, Lisbonne, France. pp.119-125, ⟨10.1109/DEXA.2013.30⟩. ⟨ujm-00990146⟩

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Poster de conférence

2019

ref_biblio

Maria José Freire Hermelo, Franck Gillet, Antoine Lavignotte, Catherine Lepers. Machine learning for optical amplifier control in optical networks. JNOG 2019 : 39ème Journées Nationales d'Optique Guidée, Jul 2019, Saclay, France. 2019. ⟨hal-02466472⟩

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Thèse

2024

ref_biblio

Catherine Lepers, Killian Murphy, Antoine Lavignotte. Predictive maintenance of network equipment using machin learning methods. Engineering Sciences [physics]. Télécom SudParis, 2024. English. ⟨NNT : ⟩. ⟨tel-04886572⟩

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2014

ref_biblio

Antoine Lavignotte. Prise en compte de la qualité de l’expérience utilisateur au sein des protocoles de streaming HTTP adaptatifs. Multimédia [cs.MM]. Université Jean Monnet - Saint-Etienne, 2014. Français. ⟨NNT : 2014STET4008⟩. ⟨tel-01165118⟩

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