Carlos Natalino

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 68

Top Topics

Disaster Recovery

Optical Networks

Reinforcement Learning

Anomaly Detection

Top Venues

Publications

Ling Chen, Yajie Li, Carlos Natalino, Yongcheng Li, Boxin Zhang, Yingbo Fan, Wei Wang, Yongli Zhao, Jie Zhang
Reliable and efficient RAR-based distributed model training in computing power network. J. Opt. Commun. Netw. 16 (5) (2024)
Daniel Adanza, Carlos Natalino, Lluis Gifre, Raul Muñoz, Pol Alemany, Paolo Monti, Ricard Vilalta
IntentLLM: An AI Chatbot to Create, Find, and Explain Slice Intents in TeraFlowSDN. NetSoft (2024)
Omran Ayoub, Carlos Natalino, Paolo Monti
Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case. OFC (2024)
Carlos Natalino, Behnam Shariati, Pooyan Safari, Johannes Karl Fischer, Paolo Monti
Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks. OFC (2024)
Leyla Sadighi, Stefan Karlsson, Carlos Natalino, Marija Furdek
Machine Learning-Based Polarization Signature Analysis for Detection and Categorization of Eavesdropping and Harmful Events. OFC (2024)
Vignesh Karunakaran, Carlos Natalino, Behnam Shariati, Piotr Lechowicz, Johannes Karl Fischer, Achim Autenrieth, Paolo Monti, Thomas Bauschert
TAPI-based Telemetry Streaming in Multi-domain Optical Transport Network. OFC (2024)
André Lucas Pinho Fernandes, Daynara D. Souza, Carlos Natalino, Federico Tonini, André M. Cavalcante, Paolo Monti, João C. W. A. Costa
A Cost Assessment Methodology for User-Centric Distributed Massive MIMO Architectures. IEEE Open J. Commun. Soc. 5 (2024)
Yiran Teng, Carlos Natalino, Haiyuan Li, Ruizhi Yang, Jassim Majeed, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou
Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial]. J. Opt. Commun. Netw. 16 (7) (2024)
Farhad Arpanaei, Kimia Ghodsifar, Hamzeh Beyranvand, José Alberto Hernández, José M. Rivas-Moscoso, Carlos Natalino, Mahdi Ranjbar Zefreh, Antonio Napoli, Juan P. Fernández Palacios, David Larrabeiti
Hyperaccelerated Power Optimization in Multi-Band Elastic Optical Networks. OFC (2024)
Rishu Raj, Devika Dass, Kaida Kaeval, Sai Kireet Patri, Vincent Sleiffer, Benedikt Baeuerle, Wolfgang Heni, Marco Ruffini, Colm Browning, Alan Naughton, Ruth Mackey, David Mackey, Boris Vukovic, Jasmin Smajic, Juerg Leuthold, Carlos Natalino, Lena Wosinska, Tommy Svensson, Aleksandra Kaszubowska-Anandarajah, Ioanna Mesogiti, Simon Pryor, Anna Tzanakaki, Reza Nejabati, Paolo Monti, Dan Kilper
Towards Efficient Confluent Edge Networks. EuCNC/6G Summit (2024)
Ehsan Etezadi, Carlos Natalino, Christine Tremblay, Lena Wosinska, Marija Furdek
Programmable Filterless Optical Networks: Architecture, Design, and Resource Allocation. IEEE/ACM Trans. Netw. 32 (2) (2024)
Carlos Natalino, Lluis Gifre, Francisco-Javier Moreno-Muro, Sergio Gonzalez-Diaz, Ricard Vilalta, Raul Muñoz, Paolo Monti, Marija Furdek
Flexible and scalable ML-based diagnosis module for optical networks: a security use case. J. Opt. Commun. Netw. 15 (8) (2023)
Federico Tonini, Carlos Natalino, Lena Wosinska, Paolo Monti
Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources. NetSoft (2023)
Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek
Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information. ICTON (2023)
Carlos Natalino, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring. OFC (2023)
Yiran Teng, Ruizhi Yang, Carlos Natalino, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou
DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. PSC (2023)
Panagiotis Famelis, Georgios P. Katsikas, Vasilios Katopodis, Carlos Natalino, Lluis Gifre Renom, Ricardo Martínez, Ricard Vilalta, Dimitrios Klonidis, Paolo Monti, Daniel King, Adrian Farrel
P5: Event-driven Policy Framework for P4-based Traffic Engineering. HPSR (2023)
Filippo Cugini, Carlos Natalino, Davide Scano, Francesco Paolucci, Paolo Monti
P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks. OFC (2023)
Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti
A Service-Aware Autoscaling Strategy for Container Orchestration Platforms with Soft Resource Isolation. EuCNC/6G Summit (2023)
Guilherme S. Ramalho, Keiko Verônica Ono Fonseca, Daniel F. Pigatto, Carlos Natalino, Paolo Monti, Gustavo B. Figueiredo, Juliana de Santi
Cascading-failure-aware Disaster Recovery in Optical Cloud Networks. ONDM (2023)
Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti
Benefits of Pod Dimensioning With Best-Effort Resources in Bare Metal Cloud Native Deployments. IEEE Netw. Lett. 5 (1) (2023)
Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi
Machine-Learning-as-a-Service for Optical Network Automation. OFC (2023)
Carlos Natalino, Marco Schiano, Andrea Di Giglio, Marija Furdek
Root Cause Analysis for Autonomous Optical Network Security Management. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek
Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks. JOCN 15 (10) (2022)
Carlos Natalino, Carlos Manso, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks. OFC (2022)
Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation. GLOBECOM (2022)
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
Demonstration of Zero-touch Device and L3-VPN Service Management using the TeraFlow Cloud-native SDN Controller. OFC (2022)
Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang, Carlos Natalino, Marija Furdek, Sergei Popov, Oskars Ozolins
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation. JOCN 13 (4) (2021)
Carlos Natalino, Carlos Manso, Ricard Vilalta, Paolo Monti, Raul Muñoz, Marija Furdek
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers. ECOC (2021)
Yuchuan Fan, Aleksejs Udalcovs, Carlos Natalino, Xiaodan Pang, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins
Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems. JOCN 13 (10) (2021)
Carlos Natalino, Aleksejs Udalcovs, Lena Wosinska, Oskars Ozolins, Marija Furdek
Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning. IEEE Commun. Lett. 25 (5) (2021)
Marija Furdek, Carlos Natalino, Andrea Di Giglio, Marco Schiano
Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats [Invited]. JOCN 13 (2) (2021)
Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek
Autonomous Security Management in Optical Networks. OFC (2021)
Carlos Natalino, Ahmad Rostami, Paolo Monti
Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services. ICCCN (2021)
Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs, Carlos Natalino, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins
Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks. ECOC (2021)
Igor Meireles de Araújo, Carlos Natalino, Diego Lisboa Cardoso
A GPU-assisted NFV framework for intrusion detection system. Comput. Commun. 169 (2021)
Carlos Natalino, Paolo Monti
The Optical RL-Gym: An open-source toolkit for applying reinforcement learning in optical networks. ICTON (2020)
Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek
Content placement in 5G-enabled edge/core data center networks resilient to link cut attacks. Networks 75 (4) (2020)
Federico Tonini, Carlos Natalino, Marija Furdek, Carla Raffaelli, Paolo Monti
Network Slicing Automation: Challenges and Benefits. ONDM (2020)
Igor Meireles de Araújo, Carlos Natalino, Hao Chen, Marilet De Andrade, Diego Lisboa Cardoso, Paolo Monti
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups. DRCN (2020)
Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case. ECOC (2020)
Marija Furdek, Carlos Natalino
Machine Learning for Optical Network Security Management. OFC (2020)
Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti
Energy- and fatigue-aware RWA in optical backbone networks. Opt. Switch. Netw. 31 (2019)
Jing Zhu, Marija Furdek, Carlos Natalino, Lena Wosinska, Zuqing Zhu
How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design. ONDM (2019)
Marija Furdek, Vincent W. S. Chan, Carlos Natalino, Lena Wosinska
Network-Wide Localization of Optical-Layer Attacks. ONDM (2019)
Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi, Paolo Dell'Olmo, Antonio Lo Mastro, Carlos Natalino, Paolo Monti
Minimum Cost Design of Cellular Networks in Rural Areas With UAVs, Optical Rings, Solar Panels, and Batteries. IEEE Trans. Green Commun. Netw. 3 (4) (2019)
Muhammad Rehan Raza, Carlos Natalino, Lena Wosinska, Paolo Monti
Machine Learning Methods for Slice Admission in 5G Networks. OECC/PSC (2019)
Marija Furdek, Carlos Natalino
Enhancing Optical Network Security with Machine Learning. ICTON (2019)
Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek
Infrastructure upgrade framework for Content Delivery Networks robust to targeted attacks. Opt. Switch. Netw. 31 (2019)
Ognjen Dobrijevic, Carlos Natalino, Marija Furdek, Haris Hodzic, Matija Dzanko, Lena Wosinska
Another Price to Pay: An Availability Analysis for SDN Virtualization with Network Hypervisors. RNDM (2018)
Carlos Natalino, Marco Schiano, Andrea Di Giglio, Lena Wosinska, Marija Furdek
Field Demonstration of Machine-Learning-Aided Detection and Identification of Jamming Attacks in Optical Networks. ECOC (2018)
Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antonio Braga, Lena Wosinska, Paolo Monti
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions. ICTON (2018)
Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi, Paolo Dell'Olmo, Carlos Natalino, Paolo Monti
Optimal Design of 5G Networks in Rural Zones with UAVs, Optical Rings, Solar Panels and Batteries. ICTON (2018)
Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek
On the Trade-offs between User-to-Replica Distance and CDN Robustness to Link Cut Attacks. RNDM (2018)
Igor Meireles de Araújo, Carlos Natalino, Ádamo L. de Santana, Diego Lisboa Cardoso
Accelerating VNF-based Deep Packet Inspection with the use of GPUs. ICTON (2018)
Jing Zhu, Carlos Natalino, Lena Wosinska, Marija Furdek, Zuqing Zhu
Control plane robustness in software-defined optical networks under targeted fiber cuts. ONDM (2018)
Muhammad Rehan Raza, Carlos Natalino, A. Vidal, Mateus A. S. Santos, Peter Ohlen, Lena Wosinska, Paolo Monti
Demonstration of Resource Orchestration Using Big Data Analytics for Dynamic Slicing in 5G Networks. ECOC (2018)
Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Lena Wosinska, Paolo Monti
Joint Optimization of Failure Management Costs, Electricity Costs, and Operator Revenue in Optical Core Networks. IEEE Trans. Green Commun. Netw. 2 (1) (2018)
M. R. Raza, Carlos Natalino, Peter Ohlen, Lena Wosinska, Paolo Monti
A Slice Admission Policy Based on Reinforcement Learning for a 5G Flexible RAN. ECOC (2018)
Róza Goscien, Carlos Natalino, Lena Wosinska, Marija Furdek
Impact of high-power jamming attacks on SDM networks. ONDM (2018)
Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek
Link addition framework for optical CDNs robust to targeted link cut attacks. RNDM (2017)
Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti
EFAH: An energy and fatigue aware heuristic for provisioning highly available connections in optical backbone networks. RNDM (2017)
Jun Li, Carlos Natalino, Dung Pham Van, Lena Wosinska, Jiajia Chen
Resource Management in Fog-Enhanced Radio Access Network to Support Real-Time Vehicular Services. ICFEC (2017)
Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek
Content accessibility in optical cloud networks under targeted link cuts. ONDM (2017)
Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek
Assessing the effects of physical layer attacks on content accessibility and latency in optical CDNs. ICTON (2017)
Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Paolo Monti, Marco Listanti, Carlos R. Frances, Lena Wosinska
Lifetime-aware provisioning in green optical backbone networks. OFC (2016)
Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Carlos R. Frances, Lena Wosinska, Paolo Monti
Optimal Lifetime-Aware Operation of Green Optical Backbone Networks. IEEE J. Sel. Areas Commun. 34 (12) (2016)
Carlos Natalino, Paolo Monti, Luis Franca, Marija Furdek, Lena Wosinska, Carlos R. Frances, Joao W. Costa
Dimensioning optical clouds with shared-path shared-computing (SPSC) protection. HPSR (2015)
Paolo Monti, Carlos Natalino, Jawwad Ahmed, Lena Wosinska, Renato Francês
Restoring optical cloud services using relocation. ICTON (2014)
José Jailton Jr., Tássio Carvalho, Warley Valente, Carlos Natalino, Renato Francês, Kelvin Lopes Dias
A quality of experience handover architecture for heterogeneous mobile wireless multimedia networks. IEEE Commun. Mag. 51 (6) (2013)