Table 3 Execution times - SparkBLAST 2 cores - Google Cloud
From: SparkBLAST: scalable BLAST processing using in-memory operations
# nodes | 1 | 2 | 4 | 8 | 16 | 32 | 64 |
|---|---|---|---|---|---|---|---|
Exec. time 1 | 28,915.52 | 14,500.86 | 7,935.45 | 4,287.85 | 2,249.94 | 1,260.12 | 695.23 |
Exec. time 2 | 29,002.21 | 14,520.23 | 7,945.10 | 4,290.12 | 2,230.26 | 1,259.28 | 690.04 |
Exec. time 3 | 29,001.89 | 14,515.35 | 7,950.01 | 4,283.56 | 2,255.04 | 1,260.10 | 701.50 |
Exec. time 4 | 28,989.52 | 14,557.51 | 7,942.20 | 4,282.21 | 2,242.63 | 1,259.52 | 710.11 |
Exec. time 5 | 28,990.32 | 14,580.01 | 7,940.80 | 4,310.12 | 2,249.26 | 1,259.82 | 680.80 |
Exec. time 6 | 29,001.15 | 14,520.23 | 7,950.12 | 4,295.56 | 2,251.08 | 1,262.15 | 682.10 |
Mean | 28,983.44 | 14,532.37 | 7,943.95 | 4,291.57 | 2,246.37 | 1,260.17 | 693.30 |
Std.Dev | 33.78 | 29.93 | 5.68 | 10.27 | 8.85 | 1.03 | 11.37 |
Std.Dev/Mean | 0.12% | 0.21% | 0.07% | 0.24% | 0.39% | 0.08% | 1.64% |