Research Article
Implementation of Parallel K-Means Algorithm to Estimate Adhesion Failure in Warm Mix Asphalt
Table 8
Serial v/s parallel execution time (sec) for 3FT 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 | 26.00 | 19.25 | 53.01 | 39.51 | 78.02 | 57.76 | 120.03 | 80.02 | 145.04 | 111.27 | HP180 | 29.14 | 22.04 | 59.28 | 45.09 | 87.42 | 66.14 | 120.57 | 91.19 | 160.71 | 125.23 | HO180 | 29.45 | 22.01 | 59.91 | 45.02 | 88.37 | 66.03 | 121.83 | 91.05 | 162.28 | 125.06 | WO150 | 29.44 | 20.40 | 59.88 | 41.81 | 88.32 | 61.22 | 121.77 | 84.62 | 162.21 | 117.03 | WO160 | 29.47 | 22.19 | 59.94 | 45.39 | 88.41 | 66.58 | 121.89 | 91.78 | 162.36 | 125.98 | WO170 | 29.22 | 22.28 | 59.45 | 45.56 | 87.68 | 66.84 | 120.91 | 92.12 | 161.13 | 126.40 | WP160 | 29.37 | 21.01 | 59.75 | 43.02 | 88.13 | 63.04 | 121.51 | 87.05 | 161.89 | 120.06 | WP150 | 29.46 | 20.43 | 59.92 | 41.87 | 88.38 | 61.30 | 121.84 | 84.74 | 162.30 | 117.17 |
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