Barcelona Neural Networking Center (@BNN-UPC)
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BNN-UPC

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Top repositories

1

NetworkModelingDatasets

This repository contains datasets for network modeling simulated with OMNet++
80
star
2

GNNetworkingChallenge

RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
79
star
3

ignnition

Framework for fast prototyping of Graph Neural Networks
Python
52
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4

Papers

A list of our publications.
50
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5

GNN-NIDS

Python
41
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6

GNNPapersCommNets

40
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7

datanetAPI

Python
26
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8

GNNPapersPowerNets

24
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9

RouteNet-Fermi

Python
21
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10

ENERO

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
Python
21
star
11

RouteNet-Erlang

Python
20
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12

DRL-ES-OTN

Python
15
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13

MARL-GNN-TE

Python
11
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14

BNNetSimulator

BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.
Jupyter Notebook
9
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15

graphlaxy

Python
8
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16

TwinNet

Python
8
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17

MAGNNETO-TE

Python
7
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18

Atom_Neural_Traffic_Compression

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.
Python
5
star