Carlos Natalino Da Silva

Forskare vid Kommunikations- och antennsystem

Carlos arbetar i forskargruppen Optiska nätverk.

Källa: chalmers.se
Image of Carlos Natalino Da Silva

Visar 30 publikationer

2021

Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation

Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang et al
Journal of Optical Communications and Networking. Vol. 13 (4), p. B12-B20
Artikel i vetenskaplig tidskrift
2021

Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning

Carlos Natalino Da Silva, Aleksejs Udalcovs, Lena Wosinska et al
IEEE Communications Letters. Vol. 25 (5), p. 1583-1586
Artikel i vetenskaplig tidskrift
2021

Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services

Carlos Natalino Da Silva, Ahmad Rostami, Paolo Monti
Proceedings of the 30th International Conference on Computer Communications and Networks (ICCCN 2021)
Paper i proceeding
2021

Optical Network Security Management: Requirements, Architecture and Efficient Machine Learning Models for Detection of Evolving Threats [Invited]

Marija Furdek Prekratic, Carlos Natalino Da Silva, Andrea Di Giglio et al
Journal of Optical Communications and Networking. Vol. 13 (2), p. A144-A155
Artikel i vetenskaplig tidskrift
2021

A GPU-assisted NFV framework for intrusion detection system

Igor Araujo, Carlos Natalino Da Silva, Diego L. Cardoso
Computer Communications. Vol. 169, p. 92-98
Artikel i vetenskaplig tidskrift
2021

Experimental Validation of CNN vs. FFNN for Time- and Energy-Efficient EVM Estimation in Coherent Optical Systems

Yuchuan Fan, Aleksejs Udalcovs, Carlos Natalino Da Silva et al
Journal of Optical Communications and Networking. Vol. 13 (10), p. E63-E71
Artikel i vetenskaplig tidskrift
2021

Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers

Carlos Natalino Da Silva, Carlos Manso, Ricard Vilalta et al
European Conference on Optical Communication, ECOC
Paper i proceeding
2021

Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs et al
European Conference on Optical Communication, ECOC
Paper i proceeding
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

Design of Programmable Filterless Optical Networks

Marija Furdek Prekratic, Carlos Natalino Da Silva, Lena Wosinska et al
2020 Photonics North (PN)
Paper i proceeding
2020

A Heuristic Approach for the Design of UAV-Based Disaster Relief in Optical Metro Networks

Evelin Cardoso, Carlos Natalino Da Silva, Rodrigo Alfaia et al
International Conference on Transparent Optical Networks
Paper i proceeding
2020

Machine Learning for Optical Network Security Monitoring: A Practical Perspective

Marija Furdek Prekratic, Carlos Natalino Da Silva, Fabian Lipp et al
Journal of Lightwave Technology. Vol. 38 (11), p. 2860-2871
Reviewartikel
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

Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case

Carlos Natalino Da Silva, Andrea Di Giglio, Marco Schiano et al
2020 European Conference on Optical Communications
Paper i proceeding
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. 75 (4)
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. Vol. Part F174-OFC 2020
Paper i proceeding
2020

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

Carlos Natalino Da Silva, Paolo Monti
Proceedings of the 22nd International Conference on Transparent Optical Networks (ICTON). Vol. 2020-July
Paper i proceeding
2020

Machine Learning for Cognitive Optical Network Security Management

Marija Furdek Prekratic, Carlos Natalino Da Silva
OSA Advanced Photonics Congress (IPR, Networks, NOMA, NP, PVLED, PSC, SPPCom, SOF)
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
2020

Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups

Igor M. Araújo, Carlos Natalino Da Silva, Hao Chen et al
2020 16th International Conference on the Design of Reliable Communication Networks, DRCN 2020
Paper i proceeding
2019

Machine Learning Methods for Slice Admission in 5G Networks

Muhammad Rehan Raza, Carlos Natalino Da Silva, Lena Wosinska et al
OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019
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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Visar 4 forskningsprojekt

2021–2024

Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)

Paolo Monti Optiska nätverk
Lena Wosinska Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Rui Lin Optiska nätverk
Ehsan Etezadi Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
VINNOVA

2021–2023

Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)

Paolo Monti Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Europeiska kommissionen (EU)

2020–2023

Automation of Network edge Infrastructure & Applications with aRtificiAl intelligence, ANIARA

Paolo Monti Optiska nätverk
Federico Tonini Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Lena Wosinska Optiska nätverk
VINNOVA

2019–2023

Smarta stadskoncepter i Curitiba - lågkolhalt transport och rörlighet i det digitala samhället

Paolo Monti Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Lena Wosinska Optiska nätverk
VINNOVA

Det kan finnas fler projekt där Carlos Natalino Da Silva medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.