selected publications

• academic article

  • Reinforcement Learning for Compensating Power Excursions in Amplified WDM Systems.  Journal of Lightwave Technology.  39:6805-6813. 2021
  • Solving security constraints for 5G slice embedding: A proof-of-concept.  Computers & Security.  89:101662-101662. 2019

• blog posting

  • Learning fast is painful.  HAL (Le Centre pour la Communication Scientifique Directe). 2020

• conference paper

  • Dynamic Modulation Format and Wavelength Assignment in Optical Networks using Reinforcement Learning.  OSA Advanced Photonics Congress 2021. NeF2B.4-NeF2B.4. 2021
  • The cost of learning fast with reinforcement learning for edge cache allocation.  HAL (Le Centre pour la Communication Scientifique Directe). 2020
  • Dynamic power implementation with reinforcement learning for excursion-free amplified optical systems.  . 2020
  • Optical Amplifier Control in Optical Networks using Machine Learning.  OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF). NeM3B.5-NeM3B.5. 2020
  • Machine learning for optical amplifier control in optical networks.  HAL (Le Centre pour la Communication Scientifique Directe). 2019
  • Experimental Characterization of an SOA-Based Photonic Integrated Switch.  2017 Asia Communications and Photonics Conference (ACP). 1-3. 2018
  • Predicting Optical Power Excursions in Erbium Doped Fiber Amplifiers using Neural Networks.  2017 Asia Communications and Photonics Conference (ACP). 1-3. 2018
  • Multi-Provider Secure Virtual Network Embedding.  . 1-5. 2018