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

PerformanceEvaluation (last edited 2009-10-29 06:01:25 by Edward J. Yoon)