README.txt

Code for paper: Lei Deng et al. "Graph-Tensor Neural Networks for Network Traffic Data Imputation," IEEE/ACM Transactions on Networking, 2023.

generating_data.m: Abilene dataset (with size 1681224144) contains traffic data within 168 days. We use data within 140 days (with size 1401224144) for training and the rest for testing (with size 281224*144). Train.py: Main function Abilene_288_168_144_single.mat: Original dataset.

Require: h5py 3.2.1 tensorflow-gpu 1.14.0 tensorflow-estimator 1.14.0 numpy 1.21.0 scipy 1.2.0

If you find this repository, e.g., the code and the datasets, useful in your research, please cite the paper.