Analysis of Real and Synthetic Optical Network Topologies
| Data File | Description | Class | Status |
|---|---|---|---|
| mega_graph_metrics.csv | Contains Graph Metrics for all 105 real topologies | Real | Added ✅ |
| syn_small_graph_metrics.csv | Contains Graph Metrics for Synthetic small dataset | Synthetic | Pending 💻 |
| Analysis File | Description | Class | Status |
|---|---|---|---|
| correlation | Summary stats, correlations and outliers of graph metrics associated with real topologies | Real | Added ✅ |
| clustering | Computes the clustering on 105 real topologies using k means and SVM | Real | Added ✅ |
| generation | Generates the topology using SNR BA model | Synthetic-small | Closed Source |
| analysis | Structural, physical and spectral analysis of real and synthetic topologies | Synthetic-small | Pending 💻 |
| analysis | Analysis of large dataset | Synthetic-large | Pending 💻 |
If you would like a quick summary of the paper, here is the poster presentatation at TOP conference:
If you use any of the data provided, please cite our paper:
@article{matzner2024topology,
title={Topology Bench: systematic graph-based benchmarking for core optical networks},
author={Matzner, Robin and Ahuja, Akanksha and Sadeghi, Rasoul and Doherty, Michael and Beghelli, Alejandra and Savory, Seb J and Bayvel, Polina},
journal={Journal of Optical Communications and Networking},
volume={17},
number={1},
pages={7--27},
year={2024},
publisher={IEEE}
}