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

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Top repositories

1

GNNetworkingChallenge

RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
74
star
2

NetworkModelingDatasets

This repository contains datasets for network modeling simulated with OMNet++
71
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3

Papers

A list of our publications.
50
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4

ignnition

Framework for fast prototyping of Graph Neural Networks
Python
45
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5

GNN-NIDS

Python
38
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6

GNNPapersCommNets

37
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7

datanetAPI

Python
25
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8

GNNPapersPowerNets

21
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9

RouteNet-Erlang

Python
19
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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
18
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11

RouteNet-Fermi

Python
15
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12

DRL-ES-OTN

Python
12
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13

MARL-GNN-TE

Python
8
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14

graphlaxy

Python
8
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15

BNNetSimulator

BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.
Jupyter Notebook
7
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16

MAGNNETO-TE

Python
5
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17

TwinNet

Python
5
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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
4
star