Carlos Natalino

KTH Royal Institute of Technology

Sweden

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Articles (10)

Year:

2023

Year:

2023

Year:

2022

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2022

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2022

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2021

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2021

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2021

Year:

2021

Year:

2021

Collaborators (7)

Lena Wosinska

Professor

Chalmers University of Technology

SWEDEN

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Yuchuan Fan

KTH Royal Institute of Technology

SWEDEN

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Paolo Monti

Professor at Chalmers University of Technology

Chalmers University of Technology

SWEDEN

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Sergei Popov

Professor

Royal Institute of Technology

SWEDEN

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Marija Furdek

Associate professor at Chalmers University of Technology

Chalmers University of Technology

SWEDEN

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Xiaodan Pang

KTH Royal Institute of Technology

SWEDEN

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Johan Richard Schatz

KTH Royal Institute of Technology

SWEDEN

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Carlos Natalino

Research Interests

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Articles (10)

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

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

Linear Regression vs. Deep Learning for Signal Quality Monitoring in Coherent Optical Systems

Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems

Root Cause Analysis for Autonomous Optical Network Security Management

Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning

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

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

A GPU-assisted NFV framework for intrusion detection system

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

Collaborators (7)

Lena Wosinska

Yuchuan Fan

Paolo Monti

Sergei Popov

Marija Furdek

Xiaodan Pang

Johan Richard Schatz

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