Carlos Natalino Da Silva
Doktor vid
Optiska nätverk
Carlos arbetar i forskargruppen Optiska nätverk.
Källa: chalmers.se
Visar 16 publikationer
2020
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
Optical Network Design and Modeling. ONDM 2019. Lecture Notes in Computer Science. Vol. 11616
Paper i proceeding
2020
Machine learning for optical network security management: A practical perspective [Invited]
Marija Furdek Prekratic, Carlos Natalino Da Silva, Fabian Lipp et al
Journal of Lightwave Technology
Artikel i vetenskaplig tidskrift
2020
Forecasting power load curves from spatial and temporal mobile data
Frederico Coelho, Murilo Menezes, Lourenço Ribeiro et al
World Review of Science, Technology and Sustainable Development. Vol. 16 (1), p. 4-21
Artikel i vetenskaplig tidskrift
2020
Network Slicing Automation: Challenges and Benefits
Federico Tonini, Carlos Natalino Da Silva, Marija Furdek Prekratic et al
Proceedings of the 24th Conference On Optical Network Design And Modelling, ONDM 2020
Paper i proceeding
2020
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks
Carlos Natalino Da Silva, Amaro de Sousa, Lena Wosinska et al
Networks. Vol. In press
Artikel i vetenskaplig tidskrift
2020
Machine Learning for Optical Network Security Management
Marija Furdek Prekratic, Carlos Natalino Da Silva
Conference on Optical Fiber Communication, Technical Digest Series
Paper i proceeding
2020
Network-wide localization of optical-layer attacks
Vincent Chan, Marija Furdek Prekratic, Carlos Natalino Da Silva et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), p. 310-322
Paper i proceeding
2019
Machine Learning Methods for Slice Admission in 5G Networks
Muhammad Rehan Raza, Carlos Natalino Da Silva, Lena Wosinska et al
Paper i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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 i proceeding
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)
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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 (F138-ACPC 2019)
Paper i proceeding
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