Table 7 Evaluating in terms of various task schedule lengths evaluated in seconds the computing outcomes for the current and proposed scheduled tasks.
No. of VMs | No of Task | GA Mean | GA Max | SMO Mean | SMO Max | WWO Mean | WWO Max | ACO Mean | ACO Max | WWO-ACO Mean | WWO-ACO Max |
|---|---|---|---|---|---|---|---|---|---|---|---|
50 | 500 | 5094.11 | 7113.5 | 3975.73 | 4617.05 | 5161.73 | 6925.92 | 732.28 | 749.67 | 713.77 | 734.62 |
1000 | 6503.32 | 7033.64 | 4941.51 | 5799.8 | 6440.99 | 7647.61 | 893.36 | 960.36 | 859.33 | 877.17 | |
1500 | 7682.66 | 7913.76 | 5716.45 | 6444.33 | 7255.13 | 8203.59 | 1042.03 | 1055.79 | 997.37 | 1015.29 | |
2000 | 10,526.19 | 11,386.62 | 8967.59 | 9467.53 | 10,415.96 | 11,272.7 | 1446.25 | 1451.62 | 1438.46 | 1439.66 | |
2500 | 13,890.20 | 13,570.81 | 12,040.23 | 11,520.87 | 11,209.70 | 14,780.92 | 1870.82 | 1970.85 | 1750.62 | 1890.10 | |
100 | 500 | 3153.33 | 3716.74 | 2872.9 | 3365.45 | 3573.78 | 4179.36 | 544.72 | 689.34 | 468.42 | 502.31 |
1000 | 3841.32 | 4086.98 | 3281.22 | 3641.32 | 4426.14 | 4968.39 | 536.34 | 544.33 | 495.76 | 502.44 | |
1500 | 4315.43 | 4328.62 | 3699.93 | 3971.04 | 5432.68 | 6602.55 | 643.48 | 644.32 | 639.72 | 641.63 | |
2000 | 6160.13 | 6229.31 | 5741.72 | 6245.82 | 6980.04 | 7656.74 | 781.54 | 783.23 | 775.04 | 776.05 | |
2500 | 15,700.24 | 15,500.56 | 13,790.15 | 14,200.3 | 14,370.7 | 16,480.85 | 2740.61 | 2780.83 | 1980.31 | 2784.37 | |
150 | 500 | 4809.85 | 5270.56 | 4087.42 | 4570.34 | 5554.75 | 7850.65 | 980.82 | 1320.23 | 874.17 | 858.20 |
1250 | 5870.25 | 6270.48 | 4580.52 | 5090.74 | 6570.5 | 8023.55 | 1070.82 | 1177.23 | 910.58 | 945.68 | |
1500 | 6807.16 | 7208.73 | 5780.83 | 5500.27 | 7532.8 | 9320.74 | 1280.13 | 1303.43 | 1321.7 | 1100.27 | |
2000 | 8301.3 | 8705.42 | 5500.48 | 6000.93 | 8587.7 | 12,150.33 | 1407.32 | 1598.72 | 1107.8 | 1203.06 | |
2500 | 8878.83 | 9209.31 | 6874.94 | 6547.52 | 9532.9 | 11,095.27 | 1687.83 | 1765.93 | 1203.7 | 1360.57 | |
200 | 500 | 5307.92 | 5708.28 | 4578.43 | 5230.72 | 6980.28 | 75,780.91 | 1108.25 | 1200.08 | 958.97 | 1080.98 |
1000 | 6378.92 | 6732.37 | 5230.18 | 5540.82 | 7380.37 | 8577.45 | 1201.77 | 1308.17 | 1032.86 | 1125.37 | |
1500 | 7378.72 | 7578.32 | 5507.57 | 6078.18 | 8078.78 | 9578.45 | 1447.87 | 1570.80 | 1107.20 | 1298.74 | |
2000 | 8347.15 | 8778.12 | 6230.96 | 6507.74 | 9074.51 | 10,507.89 | 1601.50 | 1774.84 | 1205.84 | 1387.88 | |
2500 | 9378.23 | 9778.98 | 6570.98 | 7032.87 | 10,780.32 | 11,570.23 | 1890.78 | 1978.95 | 1310.24 | 1432.78 |