Benchmarks
- Dense matrix add
- Dense matrix multiply
- Dense LU factorization
- Transpose
- Matrix tridiagonalization, for eigenvalue computations of symmetric matrices.
Version |
Operation |
Cluster Size |
Rows |
Columns |
Total Maps |
Total Reduces |
Time (seconds) |
Bytes Written |
Trunk 712655 |
Addition |
2 node |
1,000 |
1,000 |
2 |
2 |
17 seconds |
66,326,104 |
Trunk 712655 |
SIMDMult |
2 node |
300 |
300 |
2 |
2 |
x |
x |
Trunk 712655 |
SIMDMult |
2 node |
200 |
200 |
10 |
1 |
41 seconds |
1,277,170,348 |
Trunk 712655 |
SIMDMult |
2 node |
300 |
300 |
60 |
2 |
315 seconds |
7,070,789,092 |
|
|
|
|
|
|
|
|
|
Trunk 712658 |
SIMDMult |
2 node |
300 |
300 |
2 |
2 |
181 seconds |
5,929,512 |
Trunk 712658 |
SIMDMult |
2 node |
200 |
200 |
10 |
1 |
72 seconds |
4,931,106 |
Trunk 712658 |
SIMDMult |
2 node |
300 |
300 |
60 |
2 |
267 seconds |
16,507,848 |
Dependencies Information :
- Hadoop 0.18.2
- Hbase 0.18.1
Hardware Information :
- 4 Intel(R) Xeon(R) CPU 2.33GHz, SATA hard disk, Physical Memory 16,626,844 KB