Thesis work on analysing/predicting the network throughput in optical communication using watts-strogatz and ML models.
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Updated
Aug 16, 2022 - Jupyter Notebook
Thesis work on analysing/predicting the network throughput in optical communication using watts-strogatz and ML models.
Balance de Carga de una Red Anillo
Algorithm for dynamic service chaining in filterless optical networks
An emulator of the internet traffic and EON tunneling.
This is an ONOS Driver for controlling the Fujitsu T600 transponder. The driver is suitable for discovering the device, setting up the optical and circuit intents, i.e. you can create the logical channels. Moreover you can monitor BER, InPower, OutPower and you can configure OutPower and Central Frequency.
Simulator to set up lightpaths in a WDM optical network
Fabric-centric computer architecture for distributed AI and HPC systems
An end-to-end machine learning pipeline for automated optical fibre fault detection, classification, and analysis using OTDR (Optical Time Domain Reflectometer) data.
Traveling Repairman Problem for Optical Network Recovery to Restore Virtual Networks After a Disaster:
Analysis of an optical network, NGreen ANR-project, 2018-2019
This project contain a demo of an optical link (FO) using the WDM technique at long distance and at very high bitrate.
Emulated optical network controlled by ONOS
Este proyecto implementa una solución automatizada para la gestión de ONTs (Optical Network Terminals) en una OLT GPON C-Data
Topology-Driven Edge Predictions with Graph Machine Learning for Optical Network Growth: Graph representation learning on real-world optical core networks outperforms edge prediction heuristics by 10 times, achieving up to 93.4% accuracy on BT(UK), COST(EU), and CORONET(USA) by learning from 10% training data.
Implementation of the paper - IPACT: A Dynamic Protocol for an Ethernet PON (EPON) by Glen Kramer and Biswanath Mukherjee
Contains scripts and tutorials that create optical and packet typologies using Mininet and LINC-OE.
This is an event-driven simulation of dynamic bandwidth allocation (DBA) in 1 Gbps Ethernet Passive Optical Network (EPON) following Interleaved Polling Adaptive Cycle Time (IPACT) protocol.
CLI based interface for Optical Fiber Fault Detection, Diagnosis, and Localization, for OTDR and Phi-OTDR datasets
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