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Chalmers University of Technology
- Goteborg, Sweden
- @NatalinoCarlos
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optical-networking-gym Public
An Open-Source Toolkit for Benchmarking Resource Assignment Problems in Optical Networks
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DAT171-base-project Public template
This is the template project to be used by DAT171 students.
Jupyter Notebook GNU General Public License v3.0 UpdatedJan 24, 2025 -
programming-assignments Public template
Boilerplate VSCode project to be used by students during the EEN060/EEN065 course
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An extension pack with all the VS Code extensions needed for the EEN060/EEN065 courses.
4 UpdatedJan 6, 2025 -
demystifying-ml Public
Files from Optica's "Demystifying: Machine Learning" event at APC 2024
Jupyter Notebook UpdatedJul 29, 2024 -
Data and plots used in the publication `Performance Tradeoffs of General-Purpose Digital Hardware and Application-Specific Analog Hardware` presented at SPIE Photonics Europe (EPE24)
Jupyter Notebook MIT License UpdatedApr 11, 2024 -
optical-rl-gym Public
Set of reinforcement learning environments for optical networks
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Example of usage of the TensorFlow Serving from Rust
Jupyter Notebook UpdatedJul 17, 2023 -
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This repository has the implementation of the results presented in the JLT paper.
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dbscan-serving-python Public
Implementation of a Python DBSCAN server inspired by TensorFlow Serving
Python GNU General Public License v3.0 UpdatedSep 13, 2022 -
Jupyter Notebook Creative Commons Zero v1.0 Universal Updated
Sep 13, 2022 -
dbscan-serving-rust Public
Implementation of a Rust DBSCAN server inspired by TensorFlow Serving
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genetic-algorithm-rmsa Public
A genetic algorithm solution for the RMSA problem
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flask-app-skeleton Public
Skeleton app to be used in the EEN060/EEN065 courses
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Simulator for circuit-switched networks with anycast traffic written in Python (Opaque WDM with datacenters is a particular use case)
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simple-flask-app-skeleton Public
This project is a skeleton for new Flask web apps, providing the necessary file structure to get started.
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simple-flask-blog Public
Simple blog using Flask and Python.
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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.
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2020_JOCN_EVM_Estimation_using_CNN Public
Forked from JhoneFan/2020_JOCN_EVM_Estimation_using_CNNThis repository contains the implementation used to generate the results presented in the paper "Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation" pres…
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java-anycast-cs-simulator Public
Simulator for circuit-switched networks with anycast traffic written in Java (Opaque WDM with datacenters is a particular use case)
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2020-JOCN-efficient-ML Public
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 optic…
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2020-ECOC-RCA Public
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.
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recodis-school Public
Code used in the RECODIS training school hosted in Brussels
Jupyter Notebook GNU General Public License v3.0 UpdatedOct 15, 2020 -
chapter-functional-metrics Public
Repository containing the implementation of the results included in the book chapter.
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DeepRMSA Public
Forked from xiaoliangchenUCD/DeepRMSAFor more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
Python UpdatedJun 22, 2020 -
een060-een065-short-guides Public
Repository with code used in the short guides provided to students in EEN060 and EEN065 courses from Chalmers University of Technology, Sweden
Jupyter Notebook MIT License UpdatedMar 31, 2020 -
Simulator for circuit-switched networks written in Python (Opaque WDM is a particular use case)
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networks-5g-cdn Public
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