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Carlos Natalino Da Silva

Doktor, Elektroteknik

carlos.natalino@chalmers.se +46317726026 http://orcid.org/0000-0001-7501-5547

Carlos arbetar i forskargruppen Optiska nätverk.

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Publikationer
Samverkan och projekt

EEN060 ochEEN065 - Tillämpad objektorienterad programmering

2021 LP4 (EEN065): Kurs PM
2021 LP3 (EEN060): Kurs PM
2020 LP4 (EEN065): Kurs PM
2020 LP3 (EEN060): Kurs PM (kräver inloggning)

Senaste publikationer

2021
Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Xiaodan Pang; Carlos Natalino Da Silva; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings

Publikationstyp: Paper i proceeding
Autonomous Security Management in Optical Networks

Författare: Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: Optical Fiber Communications Conference and Exhibition (OFC)

Publikationstyp: Paper i proceeding
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers

Författare: Carlos Natalino Da Silva; Carlos Manso; Ricard Vilalta; Paolo Monti; Raul Munoz; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: European Conference on Optical Communication, ECOC

Publikationstyp: Paper i proceeding
Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

Författare: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino Da Silva; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: European Conference on Optical Communication, ECOC

Publikationstyp: Paper i proceeding
Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Carlos Natalino Da Silva; Xiaodan Pang; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Experimental Validation of CNN vs. FFNN for Time- and Energy-Efficient EVM Estimation in Coherent Optical Systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Carlos Natalino Da Silva; Xiaodan Pang; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services

Författare: Carlos Natalino Da Silva; Ahmad Rostami; Paolo Monti

Publiceringsår: 2021

Publicerat i: Proceedings of the 30th International Conference on Computer Communications and Networks (ICCCN 2021)

Publikationstyp: Paper i proceeding
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning

Författare: Carlos Natalino Da Silva; Aleksejs Udalcovs; Lena Wosinska; Oskars Ozolins; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: IEEE Communications Letters

Publikationstyp: Artikel i vetenskaplig tidskrift
A GPU-assisted NFV framework for intrusion detection system

Författare: Igor Araujo; Carlos Natalino Da Silva; Diego L. Cardoso

Publiceringsår: 2021

Publicerat i: Computer Communications

Publikationstyp: Artikel i vetenskaplig tidskrift
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation

Författare: Yuchuan Fan; Aleksejs Udalcovs; Xiaodan Pang; Carlos Natalino Da Silva; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

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

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
2020
A Heuristic Approach for the Design of UAV-Based Disaster Relief in Optical Metro Networks

Författare: Evelin Cardoso; Carlos Natalino Da Silva; Rodrigo Alfaia; Anderson Souto; Jasmine Araújo; Carlos R. L. Francês; Luca Chiaraviglio; Paolo Monti

Publiceringsår: 2020

Publicerat i: International Conference on Transparent Optical Networks

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

Författare: Carlos Natalino Da Silva; Paolo Monti

Publiceringsår: 2020

Publicerat i: Proceedings of the 22nd International Conference on Transparent Optical Networks (ICTON)

Publikationstyp: Paper i proceeding
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case

Författare: Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano; Marija Furdek Prekratic

Publiceringsår: 2020

Publicerat i: 2020 European Conference on Optical Communications

Publikationstyp: Paper i proceeding
Machine Learning for Cognitive Optical Network Security Management

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva

Publiceringsår: 2020

Publicerat i: OSA Advanced Photonics Congress (IPR, Networks, NOMA, NP, PVLED, PSC, SPPCom, SOF)

Publikationstyp: Paper i proceeding
Design of Programmable Filterless Optical Networks

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska; Christine Tremblay

Publiceringsår: 2020

Publicerat i: 2020 Photonics North (PN)

Publikationstyp: Paper i proceeding
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups

Författare: Igor M. Araújo; Carlos Natalino Da Silva; Hao Chen; Marilet De Andrade; Diego L. Cardoso; Paolo Monti

Publiceringsår: 2020

Publicerat i: 2020 16th International Conference on the Design of Reliable Communication Networks, DRCN 2020

Publikationstyp: Paper i proceeding
Machine Learning for Optical Network Security Monitoring: A Practical Perspective

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Fabian Lipp; David Hock; Andrea Di Giglio; Marco Schiano

Publiceringsår: 2020

Publicerat i: Journal of Lightwave Technology

Publikationstyp: Reviewartikel
Network Slicing Automation: Challenges and Benefits

Författare: Federico Tonini; Carlos Natalino Da Silva; Marija Furdek Prekratic; Carla Raffaelli; Paolo Monti

Publiceringsår: 2020

Publicerat i: Proceedings of the 24th Conference On Optical Network Design And Modelling, ONDM 2020

Publikationstyp: Paper i proceeding
Forecasting power load curves from spatial and temporal mobile data

Författare: Frederico Coelho; Murilo Menezes; Lourenço Ribeiro; André Barbosa; Vinicius Silva; Antônio P. Braga; Carlos Natalino Da Silva; Paolo Monti

Publiceringsår: 2020

Publicerat i: World Review of Science, Technology and Sustainable Development

Publikationstyp: Artikel i vetenskaplig tidskrift
Machine Learning for Optical Network Security Management

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva

Publiceringsår: 2020

Publicerat i: Conference on Optical Fiber Communication, Technical Digest Series

Publikationstyp: Paper i proceeding
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks

Författare: Carlos Natalino Da Silva; Amaro de Sousa; Lena Wosinska; Marija Furdek Prekratic

Publiceringsår: 2020

Publicerat i: Networks

Publikationstyp: Artikel i vetenskaplig tidskrift
How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design

Författare: Jing Zhu; Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska; Zuqing Zhu

Publiceringsår: 2020

Publicerat i: Optical Network Design and Modeling. ONDM 2019. Lecture Notes in Computer Science

Publikationstyp: Paper i proceeding
Network-wide localization of optical-layer attacks

Författare: Vincent Chan; Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska

Publiceringsår: 2020

Publicerat i: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publikationstyp: Paper i proceeding
2019
Machine Learning Methods for Slice Admission in 5G Networks

Författare: Muhammad Rehan Raza; Carlos Natalino Da Silva; Lena Wosinska; Paolo Monti

Publiceringsår: 2019

Publicerat i: OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019

Publikationstyp: Paper i proceeding

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Sidansvarig Publicerad: må 14 jun 2021.

Carlos Natalino Da Silva

Senaste publikationer

2021

2020

2019

Projekt