Carlos Natalino

According to our database, Carlos Natalino authored at least 65 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Flexible and scalable ML-based diagnosis module for optical networks: a security use case.

Carlos Natalino, Lluis Gifre, Francisco-Javier Moreno-Muro, Sergio Gonzalez-Diaz, Ricard Vilalta, Raul Muñoz, Paolo Monti, Marija Furdek

J. Opt. Commun. Netw., August, 2023

Benefits of Pod Dimensioning With Best-Effort Resources in Bare Metal Cloud Native Deployments.

Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti

IEEE Netw. Lett., March, 2023

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres.

Yiran Teng, Ruizhi Yang, Carlos Natalino, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

Cascading-failure-aware Disaster Recovery in Optical Cloud Networks.

Guilherme S. Ramalho, Keiko Verônica Ono Fonseca, Daniel F. Pigatto, Carlos Natalino, Paolo Monti, Gustavo B. Figueiredo, Juliana de Santi

Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Machine-Learning-as-a-Service for Optical Network Automation.

Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Scalable and Efficient Pipeline for ML-based Optical Network Monitoring.

Carlos Natalino, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks.

Filippo Cugini, Carlos Natalino, Davide Scano, Francesco Paolucci, Paolo Monti

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources.

Federico Tonini, Carlos Natalino, Lena Wosinska, Paolo Monti

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information.

Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

P5: Event-driven Policy Framework for P4-based Traffic Engineering.

Panagiotis Famelis, Georgios P. Katsikas, Vasilios Katopodis, Carlos Natalino, Lluis Gifre Renom, Ricardo Martínez, Ricard Vilalta, Dimitrios Klonidis, Paolo Monti, Daniel King, Adrian Farrel

Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

A Service-Aware Autoscaling Strategy for Container Orchestration Platforms with Soft Resource Isolation.

Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

Constellation diagrams for spectrum anomaly detection in optical networks.

Carlos Natalino, Aleksejs Udalcovs, Lena Wosinska, Oskars Ozolins, Marija Furdek

Dataset, May, 2022

Root Cause Analysis for Autonomous Optical Network Security Management.

Carlos Natalino, Marco Schiano, Andrea Di Giglio, Marija Furdek

IEEE Trans. Netw. Serv. Manag., 2022

Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks.

Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek

JOCN, 2022

Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks.

Carlos Natalino, Carlos Manso, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Demonstration of Zero-touch Device and L3-VPN Service Management using the TeraFlow Cloud-native SDN Controller.

Lluis Gifre, Carlos Natalino, Sergio Gonzalez-Diaz, F. Soldatos, Samier Barguil, C. Aslanoglou, Francisco-Javier Moreno-Muro, A. N. Quispe Cornelio, L. Cepeda, Ricardo Martínez, Carlos Manso, V. Apostolopoulos, S. Petteri Väliviita, Óscar González de Dios, J. Rodriguez, Ramon Casellas, Paolo Monti, Giorgos P. Katsikas, Raul Muñoz, Ricard Vilalta

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation.

Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek

Proceedings of the IEEE Global Communications Conference, 2022

2021

Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats [Invited].

Marija Furdek, Carlos Natalino, Andrea Di Giglio, Marco Schiano

JOCN, 2021

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

Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang, Carlos Natalino, Marija Furdek, Sergei Popov, Oskars Ozolins

JOCN, 2021

Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems.

Yuchuan Fan, Aleksejs Udalcovs, Carlos Natalino, Xiaodan Pang, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins

JOCN, 2021

Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning.

Carlos Natalino, Aleksejs Udalcovs, Lena Wosinska, Oskars Ozolins, Marija Furdek

IEEE Commun. Lett., 2021

A GPU-assisted NFV framework for intrusion detection system.

Igor Meireles de Araújo, Carlos Natalino, Diego Lisboa Cardoso

Comput. Commun., 2021

Autonomous Security Management in Optical Networks.

Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services.

Carlos Natalino, Ahmad Rostami, Paolo Monti

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

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

Carlos Natalino, Carlos Manso, Ricard Vilalta, Paolo Monti, Raul Muñoz, Marija Furdek

Proceedings of the European Conference on Optical Communication, 2021

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

Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs, Carlos Natalino, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins

Proceedings of the European Conference on Optical Communication, 2021

2020

2020_JOCN_Constellation_Dataset.

Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang, Carlos Natalino, Marija Furdek, Sergei Popov, Oskars Ozolins

Dataset, November, 2020

Structural Methods to Improve the Robustness of Anycast Communications to Large-Scale Failures.

Amaro de Sousa, Dorabella Santos, Carlos Natalino, Lena Wosinska, Carmen Mas Machuca, Marija Furdek

Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020

Functional Metrics to Evaluate Network Vulnerability to Disasters.

Carlos Natalino, Sasko Ristov, Lena Wosinska, Marija Furdek

Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020

Content placement in 5G-enabled edge/core data center networks resilient to link cut attacks.

Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek

Networks, 2020

Network Slicing Automation: Challenges and Benefits.

Federico Tonini, Carlos Natalino, Marija Furdek, Carla Raffaelli, Paolo Monti

Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020

Machine Learning for Optical Network Security Management.

Marija Furdek, Carlos Natalino

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

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

Carlos Natalino, Paolo Monti

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

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

Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek

Proceedings of the European Conference on Optical Communications, 2020

Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups.

Igor Meireles de Araújo, Carlos Natalino, Hao Chen, Marilet De Andrade, Diego Lisboa Cardoso, Paolo Monti

Proceedings of the 16th International Conference on the Design of Reliable Communication Networks, 2020

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, Paolo Dell'Olmo, Antonio Lo Mastro, Carlos Natalino, Paolo Monti

IEEE Trans. Green Commun. Netw., 2019

Infrastructure upgrade framework for Content Delivery Networks robust to targeted attacks.

Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek

Opt. Switch. Netw., 2019

Energy- and fatigue-aware RWA in optical backbone networks.

Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti

Opt. Switch. Netw., 2019

Machine Learning Methods for Slice Admission in 5G Networks.

Muhammad Rehan Raza, Carlos Natalino, Lena Wosinska, Paolo Monti

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design.

Jing Zhu, Marija Furdek, Carlos Natalino, Lena Wosinska, Zuqing Zhu

Proceedings of the Optical Network Design and Modeling, 2019

Network-Wide Localization of Optical-Layer Attacks.

Marija Furdek, Vincent W. S. Chan, Carlos Natalino, Lena Wosinska

Proceedings of the Optical Network Design and Modeling, 2019

Enhancing Optical Network Security with Machine Learning.

Marija Furdek, Carlos Natalino

Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

2018

Joint Optimization of Failure Management Costs, Electricity Costs, and Operator Revenue in Optical Core Networks.

Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Lena Wosinska, Paolo Monti

IEEE Trans. Green Commun. Netw., 2018

On the Trade-offs between User-to-Replica Distance and CDN Robustness to Link Cut Attacks.

Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek

Proceedings of the 10th International Workshop on Resilient Networks Design and Modeling, 2018

Another Price to Pay: An Availability Analysis for SDN Virtualization with Network Hypervisors.

Ognjen Dobrijevic, Carlos Natalino, Marija Furdek, Haris Hodzic, Matija Dzanko, Lena Wosinska

Proceedings of the 10th International Workshop on Resilient Networks Design and Modeling, 2018

Control plane robustness in software-defined optical networks under targeted fiber cuts.

Jing Zhu, Carlos Natalino, Lena Wosinska, Marija Furdek, Zuqing Zhu

Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Impact of high-power jamming attacks on SDM networks.

Róza Goscien, Carlos Natalino, Lena Wosinska, Marija Furdek

Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions.

Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antônio P. Braga, Lena Wosinska, Paolo Monti

Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Optimal Design of 5G Networks in Rural Zones with UAVs, Optical Rings, Solar Panels and Batteries.

Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi, Paolo Dell'Olmo, Carlos Natalino, Paolo Monti

Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Accelerating VNF-based Deep Packet Inspection with the use of GPUs.

Igor Meireles de Araújo, Carlos Natalino, Ádamo L. de Santana, Diego Lisboa Cardoso

Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Demonstration of Resource Orchestration Using Big Data Analytics for Dynamic Slicing in 5G Networks.

Muhammad Rehan Raza, Carlos Natalino, A. Vidal, Mateus A. S. Santos, Peter Ohlen, Lena Wosinska, Paolo Monti

Proceedings of the European Conference on Optical Communication, 2018

A Slice Admission Policy Based on Reinforcement Learning for a 5G Flexible RAN.

Muhammad Rehan Raza, Carlos Natalino, Peter Ohlen, Lena Wosinska, Paolo Monti

Proceedings of the European Conference on Optical Communication, 2018

Field Demonstration of Machine-Learning-Aided Detection and Identification of Jamming Attacks in Optical Networks.

Carlos Natalino, Marco Schiano, Andrea Di Giglio, Lena Wosinska, Marija Furdek

Proceedings of the European Conference on Optical Communication, 2018

2017

Link addition framework for optical CDNs robust to targeted link cut attacks.

Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek

Proceedings of the 2017 9th International Workshop on Resilient Networks Design and Modeling (RNDM), 2017

EFAH: An energy and fatigue aware heuristic for provisioning highly available connections in optical backbone networks.

Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti

Proceedings of the 2017 9th International Workshop on Resilient Networks Design and Modeling (RNDM), 2017

Content accessibility in optical cloud networks under targeted link cuts.

Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek

Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

Assessing the effects of physical layer attacks on content accessibility and latency in optical CDNs.

Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek

Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

Resource Management in Fog-Enhanced Radio Access Network to Support Real-Time Vehicular Services.

Jun Li, Carlos Natalino, Dung Pham Van, Lena Wosinska, Jiajia Chen

Proceedings of the 1st IEEE International Conference on Fog and Edge Computing, 2017

2016

Optimal Lifetime-Aware Operation of Green Optical Backbone Networks.

Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Carlos Renato Francês, Lena Wosinska, Paolo Monti

IEEE J. Sel. Areas Commun., 2016

Restoration in Optical Cloud Networks With Relocation and Services Differentiation.

Carlos Natalino da Silva, Lena Wosinska, Salvatore Spadaro, João C. W. A. Costa, Carlos R. L. Francês, Paolo Monti

JOCN, 2016

Lifetime-aware provisioning in green optical backbone networks.

Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Paolo Monti, Marco Listanti, Carlos Renato Francês, Lena Wosinska

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

2015

Dimensioning optical clouds with shared-path shared-computing (SPSC) protection.

Carlos Natalino, Paolo Monti, Luis Franca, Marija Furdek, Lena Wosinska, Carlos Renato Francês, Joao W. Costa

Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

2014

Restoring optical cloud services using relocation.

Paolo Monti, Carlos Natalino, Jawwad Ahmed, Lena Wosinska, Renato Francês

Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

2013

A quality of experience handover architecture for heterogeneous mobile wireless multimedia networks.

José Jailton Jr., Tássio Carvalho, Warley Valente, Carlos Natalino, Renato Francês, Kelvin Lopes Dias

IEEE Commun. Mag., 2013

2012

The Femtocell as Return Channel: A Proposal for Brazilian Amazon Region Interactive Digital TV.

Allan B. Costa, Nelson M. Pereira Santos, Allan dos S. Braga, Ramz. L. Fraiha Lopes, Carlos P. Alves da Silva, Carlos Natalino da Silva, Victor de A. Machado, Gervásio P. dos Santos Cavalcante, Jasmine Priscyla Leite De Araújo, Carlos Renato Lisboa Francês

Proceedings of the Sixth International Conference on Next Generation Mobile Applications, 2012