Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
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- Python
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optical-networks
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Set of reinforcement learning environments for optical networks
reinforcement-learning openai-gym gym-environments reinforcement-learning-environments optical-networks
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- Python
RWA WDM Simulator: A Python simulator for the routing and wavelength assignment problem in WDM transparent networks with static traffic
genetic-algorithm routing wdm wavelength-division-multiplexing wavelength-assignment rwa optical-networks routing-and-wavelength-assignment wdm-optical-networks transparent-wdm-networks
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- Python
[SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering
optimization julia linear-programming julia-language randomized-algorithm traffic-engineering optical-networks reconfigurable-networks
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- Julia
[OFC 2019] Routing without Routing Algorithms: an AI-Based Routing Paradigm for Multi-Domain Optical Networks
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- Python
[OFC 2021] BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength Reconfiguration
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- Python
Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.
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- MATLAB
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.
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- Jupyter Notebook
This repository contains codes in python performed during Optical Communication Lab
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- Jupyter Notebook
A JAVA-based simulator for evaluating defragmentation in elastic optical network with holding time awareness of traffic flows
algorithms optimization graph-theory network-simulator defragmentation optical-networks holding-times
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- Java
Learning the fluctuations of Q-factor from Microsoft's optical backbone
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- Python
Project for a subject on optical networks (SOIB), WEiTI WUT
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- Kotlin
Jupyter Notebook for Fault Detection, Classification, and Localization. See FiberWatchCLI repo for updated version.
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- Jupyter Notebook
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- Python
Public API for simple interaction with the FlexNetSim C++ library, offering basic optical network simulations and an introduction to its core features. Designed for quick experimentation and simplified operations.
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- C++
Research repository for cost-effective deployment and optimisation of next-generation (B5G/6G) reconfigurable RAN and optical X-haul networks. Features greedy, genetic algorithm, local search, and exact CPLEX models for network planning with complete datasets and analysis tools.
genetic-algorithm graph-theory operations-research steiner-tree optimisation steiner-tree-problem network-planning optical-networks heuristic-algorithms network-optimisation mathematical-programmig
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- Python
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