DyGraph
A Dynamic Graph Benchmark Suite Collection
DyGraph is a benchmark suite of dynamic graph applications. It includes a collection of dynamic graph datasets and a synthetic dynamic graph dataset modeler.
Dynamic Graph Synthetic Generator
| Title | Generator Manual | Generator Source | Updated |
|---|---|---|---|
| DyGraph Dataset Modeler | DyGraph User Manual | DyGraph Generator Git Repo | 04/09/2021 |
Dynamic Graph Datasets
Download DyGraph Dataset Descriptions
| Dataset | Description | Vertices | Edges | Timesteps | Time Span | Download Zip |
|---|---|---|---|---|---|---|
| AdTraffic | Online ad clicks |
6M | 16.5M | 135 | 30 days | attribution.zip |
| Bitcoin OTC | User-user bitcoin trust network |
5k | 36k | 147 | N/A | bitcoin.zip |
| Email-eu | Internal research institute emails |
1k | 332k | 27 | 803 days | email_eu.zip |
| Forum | Online Forum Interaction |
250 | 850 | 103 | N/A | uci_forum.zip |
| Higgs | Higgs-boson discovery tweets |
456k | 563k | 125 | 30 days | higgs_twitter.zip |
| Hospital_ward | Patient-staff proximity |
75 | 32k | 141 | 4 days | hospital_ward.zip |
| Movies | User-movie ratings |
138k | 16.4M | 193 | 7,300 days | movies.zip |
| Music | Streaming Music |
92k | 186k | 184 | N/A | music.zip |
| Ubuntu | AskUbuntu User-User Interactions |
159k | 964k | 178 | ~2,600 days | ubuntu.zip |
Acknowledgements
DyGraph is developed through the contributions of:
Andrew McCrabb - University of Michigan
Hellina Nigatu - Addis Ababa Institute of Technology
Absalat Getachew - Addis Ababa Institute of Technology
Dr. Valeria Bertacco - University of Michigan
The development of DyGraph was supported by the Applications Driving Architectures (ADA) Research Center, a JUMP Center co-sponsored by SRC and DARPA
© 2023 Center for Applications Driving Architectures. All Rights Reserved.
