Benchmark categories | Application | Input data size | Input samples | |
---|---|---|---|---|
Multiple-Exec. | Single-Exec. | |||
Micro benchmark | WordCount | 313 MB, 940 MB, 5.9 GB, 8.8 GB, and 19.2 GB | 3 GB, 5 GB, 7 GB, 10 GB, 12.8 GB, 14.4 GB, 16 GB, 18 GB, and 21.6 GB | – |
Machine learning | kmeans | 19Â GB, 56Â GB, 94Â GB, 130Â GB, and 168Â GB | 1Â GB, 38Â GB, 75Â GB, 113Â GB, 149Â GB, and 187Â GB | 10, 30, 50, 70, and 90 (million samples) |
SVM | 34Â MB, 60Â MB, 1.2Â GB, 1.8Â GB and 2Â GB | 200Â MB, 400Â MB, 600Â MB, 800Â MB, 1.35Â GB, 2Â GB, 2.3Â GB, and 2.5Â GB | 2100, 2600, 3600, 4100, and 5100 (samples) | |
Web search | Pagerank | 507Â MB, 1.6Â GB, 2.8Â GB, 4Â GB, and 5Â GB | 100Â MB, 250Â MB, 750Â MB, 6Â GB, 7Â GB, 8Â GB, 9Â GB, and 10Â GB | 1, 3, 5, 7, and 9 (million of pages) |
Graph | NWeight | 37Â MB, 70Â MB, 129Â MB, 155Â MB, and 211Â MB | 20Â MB, 55Â MB, 99Â MB, 141Â MB, 175Â MB, 214Â MB, 247Â MB, 262Â MB, and 286Â MB | 1, 2, 4, 5, and 7 (million of edges) |