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Antoine LAVIGNOTTE

Ma√ģtre de Conf√©rences
NeSS

antoine.lavignotte[@-Code to remove to avoid SPAM-]telecom-sudparis.eu

Article dans une revue

2023

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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

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Maria Jos√© 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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Fran√ßois Boutigny, St√©phane Betg√©-Brezetz, Gregory Blanc, Antoine Lavignotte, Herv√© 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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https://hal.science/hal-02387073/file/COSE-D-19-00632R1-preprint.pdf BibTex

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 Jos√© 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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https://hal.science/hal-02542133/file/1570654680-1.pdf BibTex
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Maria Jos√© 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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https://hal.science/hal-04312757/file/2020ONDM_AbstractPaper_Final.pdf BibTex
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Catherine Lepers, Maria Jos√© 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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Fran√ßois Boutigny, Stephane Betge-Brezetz, Herv√© 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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Maria Jos√© Freire Hermelo, S√©bastien 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 Jos√© Freire Hermelo, Eloise de Carvalho Rodrigues, Surampudi Atchutananda, Franck Gillet, C√©dric 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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https://ujm.hal.science/ujm-00990156/file/DEXA-CMS.pdf BibTex
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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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https://ujm.hal.science/ujm-00990146/file/Example.pdf BibTex

Poster de conférence

2019

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Maria Jos√© Freire Hermelo, Franck Gillet, Antoine Lavignotte, Catherine Lepers. Machine learning for optical amplifier control in optical networks. JNOG 2019 : 39√®me Journ√©es Nationales d'Optique Guid√©e, Jul 2019, Saclay, France. 2019. ⟨hal-02466472⟩
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Thèse

2014

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Antoine Lavignotte. Prise en compte de la qualit√© de l‚Äôexp√©rience utilisateur au sein des protocoles de streaming HTTP adaptatifs. Multim√©dia [cs.MM]. Universit√© Jean Monnet - Saint-Etienne, 2014. Fran√ßais. ⟨NNT : 2014STET4008⟩. ⟨tel-01165118⟩
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https://theses.hal.science/tel-01165118/file/These-LAVIGNOTTE-Antoine-2014.pdf BibTex