Carlos Natalino

Orcid: 0000-0001-7501-5547

According to our database1, Carlos Natalino authored at least 86 papers between 2012 and 2024.

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Bibliography

2024
Optical Networking Gym: an open-source toolkit for resource assignment problems in optical networks.
J. Opt. Commun. Netw., December, 2024

Ultra-high-capacity band and space division multiplexing backbone EONs: multi-core versus multi-fiber.
J. Opt. Commun. Netw., December, 2024

Reliable and efficient RAR-based distributed model training in computing power network.
J. Opt. Commun. Netw., May, 2024

Programmable Filterless Optical Networks: Architecture, Design, and Resource Allocation.
IEEE/ACM Trans. Netw., April, 2024

A Cost Assessment Methodology for User-Centric Distributed Massive MIMO Architectures.
IEEE Open J. Commun. Soc., 2024

Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial].
J. Opt. Commun. Netw., 2024

DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks.
CoRR, 2024

Machine Learning-Based Polarization Signature Analysis for Detection and Categorization of Eavesdropping and Harmful Events.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

TAPI-based Telemetry Streaming in Multi-domain Optical Transport Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Hyperaccelerated Power Optimization in Multi-Band Elastic Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Analyzing Ultra-Low Inter-Core Crosstalk Fibers in Band and Space Division Multiplexing EONs.
Proceedings of the 15th International Conference on Network of the Future, 2024

IntentLLM: An AI Chatbot to Create, Find, and Explain Slice Intents in TeraFlowSDN.
Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

Reinforcement Learning for Power Management in Low-margin Optical Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Proactive Relocation for Survivable Cloud Services.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

ML-Assisted Optimal Power and GSNR Estimation in Multi-band Elastic Optical Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Joint Fragmentation- and QoT-Aware RBMSA in Dynamic Multi-Band Elastic Optical Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Asynchronous Federated Split Learning.
Proceedings of the 8th IEEE International Conference on Fog and Edge Computing, 2024

Trade-Offs in Implementing Unsupervised Anomaly Detection with TAPI-Based Streaming Telemetry.
Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024


2023
Flexible and scalable ML-based diagnosis module for optical networks: a security use case.
J. Opt. Commun. Netw., August, 2023

Benefits of Pod Dimensioning With Best-Effort Resources in Bare Metal Cloud Native Deployments.
IEEE Netw. Lett., March, 2023

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres.
Proceedings of the International Conference on Photonics in Switching and Computing, 2023

Cascading-failure-aware Disaster Recovery in Optical Cloud Networks.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Machine-Learning-as-a-Service for Optical Network Automation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Scalable and Efficient Pipeline for ML-based Optical Network Monitoring.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information.
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

P5: Event-driven Policy Framework for P4-based Traffic Engineering.
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.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022
Constellation diagrams for spectrum anomaly detection in optical networks.
Dataset, May, 2022

Root Cause Analysis for Autonomous Optical Network Security Management.
IEEE Trans. Netw. Serv. Manag., 2022

Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks.
JOCN, 2022

Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation.
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].
JOCN, 2021

Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation.
JOCN, 2021

Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems.
JOCN, 2021

Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning.
IEEE Commun. Lett., 2021

A GPU-assisted NFV framework for intrusion detection system.
Comput. Commun., 2021

Autonomous Security Management in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers.
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.
Proceedings of the European Conference on Optical Communication, 2021

2020
2020_JOCN_Constellation_Dataset.
Dataset, November, 2020

Structural Methods to Improve the Robustness of Anycast Communications to Large-Scale Failures.
Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020

Functional Metrics to Evaluate Network Vulnerability to Disasters.
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.
Networks, 2020

Network Slicing Automation: Challenges and Benefits.
Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020

Machine Learning for Optical Network Security Management.
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.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case.
Proceedings of the European Conference on Optical Communications, 2020

Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups.
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.
IEEE Trans. Green Commun. Netw., 2019

Infrastructure upgrade framework for Content Delivery Networks robust to targeted attacks.
Opt. Switch. Netw., 2019

Energy- and fatigue-aware RWA in optical backbone networks.
Opt. Switch. Netw., 2019

Machine Learning Methods for Slice Admission in 5G Networks.
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.
Proceedings of the Optical Network Design and Modeling, 2019

Network-Wide Localization of Optical-Layer Attacks.
Proceedings of the Optical Network Design and Modeling, 2019

Enhancing Optical Network Security with Machine Learning.
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.
IEEE Trans. Green Commun. Netw., 2018

On the Trade-offs between User-to-Replica Distance and CDN Robustness to Link Cut Attacks.
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.
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.
Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Impact of high-power jamming attacks on SDM networks.
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.
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.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Accelerating VNF-based Deep Packet Inspection with the use of GPUs.
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.
Proceedings of the European Conference on Optical Communication, 2018

A Slice Admission Policy Based on Reinforcement Learning for a 5G Flexible RAN.
Proceedings of the European Conference on Optical Communication, 2018

Field Demonstration of Machine-Learning-Aided Detection and Identification of Jamming Attacks in Optical Networks.
Proceedings of the European Conference on Optical Communication, 2018

2017
Link addition framework for optical CDNs robust to targeted link cut attacks.
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.
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.
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.
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.
Proceedings of the 1st IEEE International Conference on Fog and Edge Computing, 2017

2016
Optimal Lifetime-Aware Operation of Green Optical Backbone Networks.
IEEE J. Sel. Areas Commun., 2016

Restoration in Optical Cloud Networks With Relocation and Services Differentiation.
JOCN, 2016

Lifetime-aware provisioning in green optical backbone networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

2015
Dimensioning optical clouds with shared-path shared-computing (SPSC) protection.
Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

2014
Restoring optical cloud services using relocation.
Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

2013
A quality of experience handover architecture for heterogeneous mobile wireless multimedia networks.
IEEE Commun. Mag., 2013

2012
The Femtocell as Return Channel: A Proposal for Brazilian Amazon Region Interactive Digital TV.
Proceedings of the Sixth International Conference on Next Generation Mobile Applications, 2012


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