Barcelona Neural Networking Center

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19 repositories

MARL-GNN-TE
Public
Python
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MIT License
•8•14•1•0•Updated Oct 8, 2024Oct 8, 2024
MAGNNETO-TE
Public
Python
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MIT License
•4•10•1•0•Updated Oct 8, 2024Oct 8, 2024
Wavelet_RouteNet_Fermi
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Jul 12, 2024Jul 12, 2024
graphlaxy
Public
gnn randomgraph
Python
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Apache License 2.0
•2•8•1•0•Updated Mar 20, 2024Mar 20, 2024
datanetAPI
Public
Python
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Apache License 2.0
•11•26•3•0•Updated Mar 6, 2024Mar 6, 2024
BNNetSimulator
Public
BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.
Jupyter Notebook
•4•12•2•0•Updated Feb 8, 2024Feb 8, 2024
Atom_Neural_Traffic_Compression
Public
This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks" accepted at the 2nd ACM CONEXT GNNet 2023 Workshop.
compression-algorithm spatio-temporal-data spatio-temporal-prediction graph-neural-networks spatio-temporal-graph traffic-compression
Python
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Apache License 2.0
•0•6•0•0•Updated Jan 16, 2024Jan 16, 2024
NetworkModelingDatasets
Public
This repository contains datasets for network modeling simulated with OMNet++
machine-learning network-modeling
17•80•1•0•Updated Nov 21, 2023Nov 21, 2023
ignnition
Public
Framework for fast prototyping of Graph Neural Networks
Python
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Apache License 2.0
•16•52•8•1•Updated Oct 24, 2023Oct 24, 2023
GNNetworkingChallenge
Public
RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
machine-learning networking ml communication-networks computer-networks graph-neural-networks gnn
Apache License 2.0
•44•82•0•0•Updated Oct 19, 2023Oct 19, 2023
TwinNet
Public
Python
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Apache License 2.0
•2•8•0•0•Updated Sep 9, 2023Sep 9, 2023
RouteNet-Fermi
Public
Python
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Apache License 2.0
•7•27•2•0•Updated Sep 4, 2023Sep 4, 2023
ENERO
Public
Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL agent is implemented with the PPO algorithm
machine-learning reinforcement-learning deep-learning network-embedding graph-neural-networks
Python
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Apache License 2.0
•6•23•1•0•Updated Feb 6, 2023Feb 6, 2023
GNNPapersCommNets
Public
10•41•0•0•Updated Aug 7, 2022Aug 7, 2022
RouteNet-Erlang
Public
Python
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Apache License 2.0
•8•21•0•0•Updated Jun 7, 2022Jun 7, 2022
DRL-ES-OTN
Public
Python
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Apache License 2.0
•5•16•0•0•Updated Feb 18, 2022Feb 18, 2022
GNN-NIDS
Public
Python
•14•42•2•0•Updated Nov 11, 2021Nov 11, 2021
GNNPapersPowerNets
Public
5•24•0•0•Updated Nov 4, 2021Nov 4, 2021
Papers
Public
A list of our publications.
6•53•1•0•Updated Sep 13, 2019Sep 13, 2019