Research Article
Implementation of Parallel K-Means Algorithm to Estimate Adhesion Failure in Warm Mix Asphalt
Table 7
Serial v/s parallel execution time (sec) for 1FT condition.
| Sample | K = 2 | K = 4 | K = 6 | K = 8 | K = 10 | Serial exec | Parallel exec | Serial exec | Parallel exec | Serial exec | Parallel exec | Serial exec | Parallel exec | Serial exec | Parallel exec |
| WP170 | 29.12 | 19.69 | 59.25 | 40.38 | 87.57 | 59.07 | 120.10 | 81.76 | 160.62 | 113.45 | HP180 | 29.36 | 22.53 | 59.73 | 46.07 | 88.09 | 63.60 | 124.46 | 90.14 | 161.82 | 127.67 | HO180 | 29.32 | 20.39 | 59.64 | 41.79 | 87.96 | 61.19 | 122.29 | 84.58 | 161.61 | 116.98 | WO150 | 29.19 | 21.06 | 59.39 | 43.13 | 87.58 | 63.20 | 120.78 | 87.27 | 160.98 | 120.33 | WO160 | 29.26 | 22.17 | 59.52 | 45.35 | 87.78 | 66.52 | 121.04 | 91.70 | 161.30 | 125.88 | WO170 | 29.45 | 22.32 | 59.91 | 45.65 | 88.37 | 66.98 | 121.83 | 92.31 | 162.29 | 126.64 | WP160 | 29.85 | 22.46 | 60.70 | 45.92 | 89.55 | 67.38 | 123.40 | 92.85 | 164.26 | 127.31 | WP150 | 29.23 | 19.74 | 59.47 | 40.48 | 87.71 | 59.22 | 120.95 | 81.96 | 161.18 | 113.71 |
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