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carlosnatalino

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This is the repository for the work with title "Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case" presented at the ECOC 2020, Brussels.

optical-rl-gym

Set of reinforcement learning environments for optical networks

Python

osa-networks-one-shot-learning

This repository contains the implementation used to generate the results presented in the paper "One-Shot Learning for Modulation Format Identification in Evolving Optical Networks" presented at the Postdeadline Paper Session of the 2019 OSA Advanced Photonics Congress.

Jupyter Notebook

python-simple-opaque-wdm-simulator

Simulator for circuit-switched networks written in Python (Opaque WDM is a particular use case)

Jupyter Notebook

2021-CommLetters-SpectrumAnomalyDetectionWithDeepUnsupervisedLearning

This repository contains the implementation of the paper "Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning" published in the IEEE Communication Letters.

Jupyter Notebook

python-simple-anycast-wdm-simulator

Simulator for circuit-switched networks with anycast traffic written in Python (Opaque WDM with datacenters is a particular use case)

Jupyter Notebook

simple-flask-blog

Simple blog using Flask and Python.

Python

networks-5g-cdn

Repository containing the data and implementation of the paper "Content Placement in 5G-enabled Edge/Core Datacenter Networks Resilient to Link Cut Attacks" published in Wiley Networks Journal

Jupyter Notebook

2020-JOCN-efficient-ML

Repository containing the implementation of the work published in JOCN. The work studies the impact of using dimensionality reduction methods to the identification of attacks and anomalies in optical networks.

Jupyter Notebook

2019-spie-photonics-west

Source code for the paper "Experiment-based detection of service disruption attacks in optical networks using data analytics and unsupervised learning," presented at the SPIE Photonics West Conference, 2019

Jupyter Notebook

JLT-2020-ML-Practical-Perspective

This repository has the implementation of the results presented in the JLT paper.

Jupyter Notebook

dbscan-serving-rust

Implementation of a Rust DBSCAN server inspired by TensorFlow Serving

Rust

programming-assignments

Boilerplate VSCode project to be used by students during the EEN060/EEN065 course

Jupyter Notebook

genetic-algorithm-rmsa

A genetic algorithm solution for the RMSA problem

Jupyter Notebook

chapter-functional-metrics

Repository containing the implementation of the results included in the book chapter.

Jupyter Notebook

JLT-2019-Experimental-ML-attacks

Implementation details of the work "Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks" published in JLT.

Jupyter Notebook

simple-flask-app-skeleton

This project is a skeleton for new Flask web apps, providing the necessary file structure to get started.

Python

osa-networks-hands-on-ml

Instructions and code used for the Hands-on Introduction to Data Analytics and Machine Learning in Optical Networks to be presented at the OSA Advanced Photonics Congress

Jupyter Notebook

java-anycast-cs-simulator

Simulator for circuit-switched networks with anycast traffic written in Java (Opaque WDM with datacenters is a particular use case)

Jupyter Notebook

carlosnatalino/2020-ECOC-RCA

carlosnatalino

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