Hadoop Performance - MatteoDJon/CloudProgrammingTonellotto GitHub Wiki
The abscissas of the table correspond to the tuple (number of components of a point, number of clusters) while the ordinates correspond to the number of points in input. The performances have as unit of measure the second.
Mapper, Reducer
| 3,7 | 3,13 | 7,7 | 7,13 | |
|---|---|---|---|---|
| 1000 | ||||
| 10000 | ||||
| 100000 |
Mapper, Combiner, Reducer
| 3,7 | 3,13 | 7,7 | 7,13 | |
|---|---|---|---|---|
| 1000 | ||||
| 10000 | ||||
| 100000 |
Mapper, More Reducer
| 3,7 | 3,13 | 7,7 | 7,13 | |
|---|---|---|---|---|
| 1000 | ||||
| 10000 | ||||
| 100000 |
Mapper, Combiner, More Reducer
| 3,7 | 3,13 | 7,7 | 7,13 | |
|---|---|---|---|---|
| 1000 | 217.9 | 413.1 | 204.9 | 348.3 |
| 10000 | 270.6 | 363.5 | 181.2 | 314.0 |
| 100000 | 327.3 | 479.1 | 157.6 | 391.9 |