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Carlos Natalino
Carlos Natalino
Other namesCarlos Natalino da Silva, Carlos N. Silva, Carlos N. da Silva
Verified email at chalmers.se - Homepage
Title
Cited by
Cited by
Year
Reinforcement learning for slicing in a 5G flexible RAN
MR Raza, C Natalino, P ÷hlen, L Wosinska, P Monti
Journal of Lightwave Technology 37 (20), 5161-5169, 2019
962019
Machine Learning for Optical Network Security Monitoring: A Practical Perspective
M Furdek, C Natalino, F Lipp, D Hock, A Di Giglio, M Schiano
Journal of Lightwave Technology 38 (11), 2860-2871, 2020
512020
A quality of experience handover architecture for heterogeneous mobile wireless multimedia networks
J Jailton, T Carvalho, W Valente, C Natalino, R Frances, K Dias
IEEE Communications Magazine 51 (6), 152-159, 2013
502013
A new proposal to provide estimation of QoS and QoE over WiMAX networks
VA Machado, C Natalino, RSO Silva, AM Melo, M Silva, CRL FrancÍs, ...
2011 IEEE Latin-American Conference on Communications, 1-6, 2011
492011
Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks
C Natalino, M Schiano, AD Giglio, L Wosinska, M Furdek
Journal of Lightwave Technology 37 (16), 4173 - 4182, 2019
482019
Resource Management in Fog-Enhanced Radio Access Network to Support Real-Time Vehicular Services
J Li, C Natalino, DP Van, L Wosinska, J Chen
1st IEEE International Conference on Fog and Edge Computing (ICFEC’2017), 2017
472017
The Optical RL-Gym: An open-source toolkit for applying reinforcement learning in optical networks
C Natalino, P Monti
2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-5, 2020
442020
Optical Network Security Management: Requirements, Architecture and Efficient Machine Learning Models for Detection of Evolving Threats
M Furdek, C Natalino, A Di Giglio, M Schiano
Journal of Optical Communications and Networking, 2020
422020
A Slice Admission Policy Based on Reinforcement Learning for a 5G Flexible RAN
MR Raza, C Natalino, P ÷hlen, L Wosinska, P Monti
44th European Conference and Exhibition on Optical Communication (ECOC), 2018
382018
Restoration in Optical Cloud Networks With Relocation and Services Differentiation
CN da Silva, L Wosinska, S Spadaro, JCWA Costa, CRL FrancÍs, P Monti
Journal of Optical Communications and Networking 8 (2), 100-111, 2016
322016
Field Demonstration of Machine-Learning-Aided Detection and Identification of Jamming Attacks in Optical Networks
C Natalino, M Schiano, A Di Giglio, L Wosinska, M Furdek
European Conference on Optical Communication (ECOC), 2018
262018
Optimal Design of 5G Networks in Rural Zones with UAVs, Optical Rings, Solar Panels and Batteries
L Chiaraviglio, L Amorosi, N Blefari-Melazzi, P Dell’Olmo, C Natalino, ...
International Conference on Transparent Optical Networks (ICTON), Bucharest, 2018
262018
Machine Learning Aided Orchestration in Multi-tenant Networks
C Natalino, MR Raza, A Rostami, P Öhlen, L Wosinska, P Monti
IEEE Summer Topicals Meeting Series, 2, 2018
222018
Minimum Cost Design of Cellular Networks in Rural Areas With UAVs, Optical Rings, Solar Panels, and Batteries
L Chiaraviglio, L Amorosi, N Blefari-Melazzi, P Dell’Olmo, AL Mastro, ...
IEEE Transactions on Green Communications and Networking 3 (4), 901-918, 2019
212019
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups
IM Araķjo, C Natalino, H Chen, M De Andrade, DL Cardoso, P Monti
2020 16th International Conference on the Design of Reliable Communication†…, 2020
192020
Experiment-based detection of service disruption attacks in optical networks using data analytics and unsupervised learning
M Furdek, C Natalino, M Schiano, AD Giglio
Metro and Data Center Optical Networks and Short-Reach Links II, 9, 2019
182019
Infrastructure upgrade framework for Content Delivery Networks robust to targeted attacks
C Natalino, A Yayimli, L Wosinska, M Furdek
Optical Switching and Networking 31, 202-210, 2019
182019
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions
C Natalino, F Coelho, G Lacerda, A Braga, L Wosinska, P Monti
International Conference on Transparent Optical Networks (ICTON), 2018
172018
Content Accessibility in Optical Cloud Networks Under Targeted Link Cuts
CN da Silva, A Yayimli, L Wosinska, M Furdek
2017 ONDM, International Conference on Optical Network Design and Modeling, 6, 2017
16*2017
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
Y Fan, A Udalcovs, X Pang, C Natalino, M Furdek, S Popov, O Ozolins
Journal of Optical Communications and Networking 13 (4), B12-B20, 2021
152021
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Articles 1–20