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optical-rl-gym
Set of reinforcement learning environments for optical networksosa-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.python-simple-opaque-wdm-simulator
Simulator for circuit-switched networks written in Python (Opaque WDM is a particular use case)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.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)simple-flask-blog
Simple blog using Flask and 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 Journal2020-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.2020-ECOC-RCA
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.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, 2019JLT-2020-ML-Practical-Perspective
This repository has the implementation of the results presented in the JLT paper.dbscan-serving-rust
Implementation of a Rust DBSCAN server inspired by TensorFlow Servingprogramming-assignments
Boilerplate VSCode project to be used by students during the EEN060/EEN065 coursegenetic-algorithm-rmsa
A genetic algorithm solution for the RMSA problemchapter-functional-metrics
Repository containing the implementation of the results included in the book chapter.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.simple-flask-app-skeleton
This project is a skeleton for new Flask web apps, providing the necessary file structure to get started.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 CongressLove Open Source and this site? Check out how you can help us