Carlos Natalino

Reinforcement Learning for Slicing in a 5G Flexible RAN

Muhammad Rehan Raza, Carlos Natalino, P. Öhlén et al. · Journal of Lightwave Technology · 2019 · 95 citations · Full text

5G Network Slicing, Mobile Data Offloading, Admission Control +11

Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats [Invited]

Marija Furdek, Carlos Natalino, Andrea Di Giglio et al. · Journal of Optical Communications and Networking · 2020 · 64 citations · Full text

Engineering, Machine Learning, Information Security +23

Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

Carlos Natalino, M. Schiano, Andrea Di Giglio et al. · Journal of Lightwave Technology · 2019 · 62 citations · Full text

Engineering, Machine Learning, Information Security +21

Machine Learning for Optical Network Security Monitoring: A Practical Perspective

Marija Furdek, Carlos Natalino, Fabian Lipp et al. · Journal of Lightwave Technology · 2020 · 61 citations · Full text

Engineering, Machine Learning, Information Security +19

The Optical RL-Gym: An open-source toolkit for applying reinforcement learning in optical networks

Carlos Natalino, Paolo Monti · 2020 · 49 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24