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Antoine Lavignotte

Fault Prediction for Heterogeneous Telecommunication Networks Using Machine Learning: A Survey
2023 · Killian Murphy, Antoine Lavignotte, et al. · IEEE Transactions on Network and Service Management · 33
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Reinforcement Learning for Compensating Power Excursions in Amplified WDM Systems
2021 · Maria Freire-Hermelo, Dipankar Sengupta, et al. · Journal of Lightwave Technology · 18
Predicting Optical Power Excursions in Erbium Doped Fiber Amplifiers using Neural Networks
2018 · Maria Freire, Sebastien Mansfeld, et al. · Asia Communications and Photonics Conference · 12
Multi-Provider Secure Virtual Network Embedding
2018 · Francois Boutigny, Stephane Betge-Brezetz, et al. · IFIP International Conference on New Technologies, Mobility and Security (NTMS) · 11
Solving security constraints for 5G slice embedding: A proof-of-concept
2019 · François Boutigny, Stéphane Betgé-Brezetz, et al. · Computers & Security · 10
Quality of Experience, a Very Personal Experience!
2013 · Antoine Lavignotte, Christophe Gravier, et al. · International Workshop on Database and Expert Systems Applications (DEXA) · 6
Fault Prediction for Optical Access Network Equipment using Decision Tree Methods
2023 · K. Murphy, A. Lavignotte, et al. · Asia Communications and Photonics Conference · 3
Fault Prediction for Heterogeneous Networks using Machine Learning : a Survey
2022 · Killian Murphy, Catherine Lepers, et al. · 3
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Dynamic Modulation Format and Wavelength Assignment in Optical Networks using Reinforcement Learning
2021 · Maria Freire-Hermelo, Antoine Lavignotte, et al. · OSA Advanced Photonics Congress · 2
Experimental Characterization of an SOA-Based Photonic Integrated Switch
2018 · Maria Freire, Eloise De Carvalho Rodrigues, et al. · Asia Communications and Photonics Conference · 2
Optical Amplifier Control in Optical Networks using Machine Learning
2020 · Catherine Lepers, Maria Freire-Hermelo, et al. · OSA Advanced Photonics Congress · 1
Breaking AES at 50 km: Long-Range Optical Side-Channel Attack over Fiber
2026 · Gérenton, Victor, Jaillon, Philippe, et al. · HAL
Reinforcement learning-based wavelength-dependent power control for WDM systems
2025 · Gustavo Sousa Pavani, Dipankar Sengupta, et al. · Optical Fiber Technology
Predictive maintenance of network equipment using machin learning methods
2024 · Lepers, Catherine, Murphy, Killian, et al. · HAL
Fault Prediction for Heterogeneous Networks using Machine Learning : a Survey
2022 · Killian Murphy, Catherine Lepers, et al.
The cost of learning fast with reinforcement learning for edge cache allocation
2020 · Bouganim, Theo, Araldo, Andrea, et al. · HAL
Dynamic power implementation with reinforcement learning for excursion-free amplified optical systems
2020 · Freire Hermelo, Maria José, Sengupta, Dipankar, et al. · HAL
Learning fast is painful
2020 · Bouganim, Theo, Araldo, Andrea, et al. · HAL
Machine learning for optical amplifier control in optical networks
2019 · Freire Hermelo, Maria José, Gillet, Franck, et al. · HAL
Prise en compte de la qualité de l’expérience utilisateur au sein des protocoles de streaming HTTP adaptatifs
2014 · Antoine Lavignotte · theses.fr (ABES)
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Quality of Experience in 3D Multimedia
2013 · Antoine Lavignotte, Christophe Gravier, et al. · International Conference on Enterprise Information Systems
Works count: 22
Citation count: 101
H-index: 6
I10-index: 5
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