- work in progress.
NOTE: All evaluation include the load time and save time on HDFS/Hbase.
Matrix Multiplication
Node |
Size |
Density |
Blocking Job |
Multiplication |
5 |
5,000 * 5,000 |
100% |
21mins, 32sec |
13mins, 17sec |
10 |
5,000 * 5,000 |
100% |
13mins, 31sec |
5mins, 25sec |
Matrix Transpose
Node |
Size |
Density |
Running for |
10 |
5,000 * 5,000 |
100% |
12mins, 24sec |
Matrix Norm
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 |