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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.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.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 Congressjava-anycast-cs-simulator
Simulator for circuit-switched networks with anycast traffic written in Java (Opaque WDM with datacenters is a particular use case)Love Open Source and this site? Check out how you can help us