Graphs for the paper Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation.

Graph Data

We disribute here the datasets used in the tests for the paper:

«Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation.»by Lissandrini, Matteo; Brugnara, Martin; and Velegrakis, Yannis.In PVLDB, 12(4):390-403, 2018.

From the official webpage: https://graphbenchmark.com/

The original files where stored on Google Drive. Now going to be discontinued.

The datasets used in the tests are stored in GraphSON format for the versions of the engines supporting Tinkerpop 3. System using Tinkerpop 2 support instead GraphSON 1.0. Our datasets can be easily converted to an updated or older version. For an example see our Docker image.

The MiCo Dataset comes from the authors of GraMiFor more details, you can read:

«GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph»by Mohammed Elseidy, Ehab Abdelhamid, Spiros Skiadopoulos, and Panos Kalnis.In PVLDB, 7(7):517-528, 2014.

The Yeast Dataset has been converted from the one transformed in Pajek format by V. Batagelj. The original dataset comes from

«Topological structure analysis of the protein-protein interaction network in budding yeast»by Shiwei Sun, Lunjiang Ling, Nan Zhang, Guojie Li and Runsheng Chen.In Nucleic Acids Research, 2003, Vol. 31, No. 9 2443-2450

Moreover you can read about the details of our Freebase ExQ datasets, or you can use our Docker image to generate the LDBC synthetic dataset.

Details on file sizes

Name
Files
Size (bytes)
Graph Size (Nodes/Edges)

Yeast
yeast.jsonyeast.json.gz
1.5M180K
2.3K / 7.1K

MiCo
mico.jsonmico.json.gz
84M12M
0.1M / 1.1M

Frb-O
freebase_org.jsonfreebase_org.json.gz
584M 81M
1.9M / 4.3M

Frb-S
freebase_small.jsonfreebase_small.json.gz
87M12M
0.5M / 0.3M

Frb-M
freebase_medium.jsonfreebase_medium.json.gz
816M117M
4M / 3.1M

Frb-L
freebase_large.jsonfreebase_large.json.gz
6.3G616M
28.4M / 31.2M

LDBC
ldbc.jsonldbc.json.gz
144M 13M
0.18M / 1.5M