Table 6 ADS-HC running time with different granularity of data segmentation
Execution time (min) | only sorted | 2 blocks + sorted | 4 blocks + sorted | 6 blocks + sorted | 8 blocks + sorted | 0 blocks + no sorted |
|---|---|---|---|---|---|---|
D1 (1 node) | 73.89 | 75.30 | 75.76 | 76.42 | 77.47 | 85.09 |
D2 (1 node) | 100.14 | 101.05 | 103.79 | 105.12 | 103.44 | 106.68 |
D3 (1 node) | 71.45 | 71.43 | 72.67 | 73.30 | 75.11 | 80.67 |
D4 (1 node) | 160.59 | 161.40 | 164.32 | 165.93 | 168.43 | 182.85 |
D1 (6 nodes) | 27.32 | 20.34 | 19.46 | 18.41 | 18.49 | 33.92 |
D2 (6 nodes) | 33.02 | 28.95 | 27.15 | 26.01 | 26.22 | 40.32 |
D3 (6 nodes) | 26.21 | 20.96 | 19.31 | 19.33 | 20.65 | 33.14 |
D4 (6 nodes) | 47.38 | 44.42 | 43.75 | 43.22 | 43.22 | 62.13 |