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Dive into the research topics where Antoine Lavignotte is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Reinforcement learning-based wavelength-dependent power control for WDM systems
Sousa Pavani, G., Sengupta, D., Freire-Hermelo, M., Lavignotte, A., Tremblay, C. & Lepers, C., 1 Dec 2025, In: Optical Fiber Technology. 95, 104470.Research output: Contribution to journal › Article › peer-review
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Fault Prediction for Heterogeneous Telecommunication Networks Using Machine Learning: A Survey
Murphy, K., Lavignotte, A. & Lepers, C., 1 Apr 2024, In: IEEE Transactions on Network and Service Management. 21, 2, p. 2515-2538 24 p.Research output: Contribution to journal › Article › peer-review
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Fault Prediction for Optical Access Network Equipment using Decision Tree Methods
Murphy, K., Lavignotte, A. & Lepers, C., 1 Jan 2023, 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning
Freire-Hermelo, M., Lavignotte, A. & Lepers, C., 1 Jan 2021, In: Optics InfoBase Conference Papers. NeF2B.4.Research output: Contribution to journal › Conference article › peer-review
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Reinforcement Learning for Compensating Power Excursions in Amplified WDM Systems
Freire-Hermelo, M., Sengupta, D., Lavignotte, A., Tremblay, C. & Lepers, C., 1 Nov 2021, In: Journal of Lightwave Technology. 39, 21, p. 6805-6813 9 p.Research output: Contribution to journal › Article › peer-review
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Optical amplifier control in optical networks using machine learning
Lepers, C., Freire-Hermelo, M., Lavignotte, A., Sengupta, D. & Tremblay, C., 1 Jan 2020, Photonic Networks and Devices, NETWORKS 2020. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F185-NETWORKS 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Solving security constraints for 5G slice embedding: A proof-of-concept
Boutigny, F., Betgé-Brezetz, S., Blanc, G., Lavignotte, A., Debar, H. & Jmila, H., 1 Feb 2020, In: Computers and Security. 89, 101662.Research output: Contribution to journal › Article › peer-review
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Experimental Characterization of an SOA-Based Photonic Integrated Switch
Freire, M., De Carvalho Rodrigues, E., Surampudi, A., Gillet, F., Ware, C., Lavignotte, A. & Lepers, C., 28 Dec 2018, 2018 Asia Communications and Photonics Conference, ACP 2018. OSA - The Optical Society, 8595878. (Asia Communications and Photonics Conference, ACP; vol. 2018-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-provider secure virtual network embedding
Boutigny, F., Betgé-Brezetz, S., Debar, H., Blanc, G., Lavignotte, A. & Popescu, I., 29 Mar 2018, 2018 9th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2018 9th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2018 - Proceedings; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Predicting Optical Power Excursions in Erbium Doped Fiber Amplifiers using Neural Networks
Freire, M., Mansfeld, S., Amar, D., Gillet, F., Lavignotte, A. & Lepers, C., 28 Dec 2018, 2018 Asia Communications and Photonics Conference, ACP 2018. OSA - The Optical Society, 8596233. (Asia Communications and Photonics Conference, ACP; vol. 2018-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review