- work in progress.
See also : http://blog.udanax.org/2009/01/distributed-matrix-multiplication-with.html
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 |