- work in progress.
NOTE: All evaluation include the load time and save time on HDFS/Hbase.
Hama 0.19
Matrix Multiplication
Node | Size | Density | Blocking Job | Multiplication |
5 | 5,000 * 5,000 | 100% | 21mins, 32sec | 13mins, 17sec |
Node | Size | Density | Blocking Job | Multiplication |
10 | 5,000 * 5,000 | 100% | 13mins, 31sec | 5mins, 25sec |
Matrix Transpose
Node | Size | Density | Running for |
5 | 5,000 * 5,000 | 100% | 19mins, 48sec |
Node | Size | Density | Running for |
10 | 5,000 * 5,000 | 100% | 12mins, 24sec |
Matrix Norm
Node | Type | Size | Density | Running for |
5 | One | 5,000 * 5,000 | 100% | 9mins, 32sec |
5 | Infinity | 5,000 * 5,000 | 100% | 8mins, 11sec |
5 | Maxvalue | 5,000 * 5,000 | 100% | 8mins, 58sec |
5 | Frobenius | 5,000 * 5,000 | 100% | 8mins, 42sec |
Node | Type | Size | Density | Running for |
10 | One | 5,000 * 5,000 | 100% | 2mins, 35sec |
10 | Infinity | 5,000 * 5,000 | 100% | 2mins, 19sec |
10 | Maxvalue | 5,000 * 5,000 | 100% | 2mins, 22sec |
10 | Frobenius | 5,000 * 5,000 | 100% | 2mins, 25sec |
November 03, 2008
The addition test of the fully dense matrix.
Cluster Size | Rows | Columns | Total Maps | Time (seconds) | Bytes Written |
Commodity 10 node | 1,000 | 1,000 | 100 | 72 seconds | 125,185,522 |