Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation

Set of reinforcement learning environments for optical networks

RWA WDM Simulator: A Python simulator for the routing and wavelength assignment problem in WDM transparent networks with static traffic

[SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering

[OFC 2019] Routing without Routing Algorithms: an AI-Based Routing Paradigm for Multi-Domain Optical Networks

[OFC 2021] BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength Reconfiguration

Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.

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.

This repository contains codes in python performed during Optical Communication Lab

A JAVA-based simulator for evaluating defragmentation in elastic optical network with holding time awareness of traffic flows

Learning the fluctuations of Q-factor from Microsoft's optical backbone

Jupyter Notebook for Fault Detection, Classification, and Localization. See FiberWatchCLI repo for updated version.

Project for a subject on optical networks (SOIB), WEiTI WUT

IP/MPLS over Optical Networks book

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.

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.