Carlos Natalino Da Silva
Post doc at
Chalmers, Electrical Engineering, Communication and Antenna Systems, Optical Networks
Carlos Natalino is a postdoc with the Optical Networks Unit, focusing on the application of machine learning to telecommunication infrastructure problems. Among the main topics are the design and management of optical networks and cloud computing infrastructures, with special focus on resource and energy efficiency, security, reliability and survivability. He has been involved in several national and international projects funded by research bodies in EU and Brazil. He has also been involved in teaching computer programming courses in Brazil and Sweden. He is an IEEE member.
Source: chalmers.se
Showing 11 publications
2019
How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design
Jing Zhu, Marija Furdek Prekratic, Carlos Natalino Da Silva et al
Proceedings of the 23rd Conference On Optical Network Design And Modelling, ONDM 2019
Paper in proceedings
2019
One-Shot Learning for Modulation Format Identification in Evolving Optical Networks
Carlos Natalino Da Silva, Aleksejs Udalcovs, Lena Wosinska et al
Optics InfoBase Conference Papers. Vol. Part F131-IPRSN 2019
Paper in proceedings
2019
Machine Learning Methods for Slice Admission in 5G Networks
Muhammad Rehan Raza, Carlos Natalino Da Silva, Lena Wosinska et al
Paper in proceedings
2019
Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks
Marija Furdek Prekratic, Carlos Natalino Da Silva, Fabian Lipp et al
Proceedings of the 45th European Conference on Optical Communication, ECOC 2019
Paper in proceedings
2019
Experiment-based detection of service disruption attacks in optical networks using data analytics and unsupervised learning
Marija Furdek Prekratic, Carlos Natalino Da Silva, Marco Schiano et al
Metro and Data Center Optical Networks and Short-Reach Links II; 109460D. Vol. 10946
Paper in proceedings
2019
Enhancing optical network security with machine learning
Marija Furdek Prekratic, Carlos Natalino Da Silva
International Conference on Transparent Optical Networks. Vol. 2019-July
Paper in proceedings
2019
Reinforcement Learning for Slicing in a 5G Flexible RAN
Muhammad Rehan Raza, Carlos Natalino Da Silva, Peter Öhlen et al
Journal of Lightwave Technology. Vol. 37 (20)
Journal article
2019
Network-wide localization of optical-layer attacks
Marija Furdek Prekratic, Vincent Chan, Carlos Natalino Da Silva et al
Paper in proceedings
2019
Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks
Carlos Natalino Da Silva, Marco Schiano, Andrea Di Giglio et al
Journal of Lightwave Technology. Vol. 37 (16), p. 4173-4182
Journal article
2019
Minimum Cost Design of Cellular Networks in Rural Areas with UAVs, Optical Rings, Solar Panels and Batteries
Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi et al
IEEE Transactions on Green Communications and Networking
Journal article
2019
Cost Benefits of Centralizing Service Processing in 5G Network Infrastructures
Maryam Lashgari, Carlos Natalino Da Silva, Luis M. Contreras et al
Asia Communications and Photonics Conference, ACP
Paper in proceedings
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