gnn-internet-data

This repository contains material related to the paper

Dimitrios P. Giakatos, Sofia Kostoglou, Pavlos Sermpezis, Athena Vakali, "Benchmarking Graph Neural Networks for Internet Routing Data", in Proc. ACM CoNEXT (GNNet workshop), December 2022

Paper link: arXiv and ACM DL

Paper presentation: slides

Prerequisites

• CUDA Version: 11.3
• Python version: 3.9

Installation

pip install -r requirements.txt

Run benchmarks

• Link prediction

python link-prediction.py

• Node classification

python node-classification.py