Table 6 Mean EC results from algorithms for different datasets (30 runs) for deadline ratio 1.6
From: An optimal workflow scheduling in IoT-fog-cloud system for minimizing time and energy
Reliability ratio | 0.92 | 0.94 | 0.96 | 0.98 | 0.92 | 0.94 | 0.96 | 0.98 |
---|---|---|---|---|---|---|---|---|
 | S workflow(Montage) | EL workflow(Montage) | ||||||
ASSA | 1207 | 1320 | 1410 | 1580 | 10,000 | 10,200 | 10,400 | 10,600 |
AO | 1240 | 1392 | 1480 | 1660 | 10,121 | 10,300 | 10,510 | 10,720 |
PSO | 1380 | 1587 | 1693 | 2050 | 10,490 | 10,750 | 10,875 | 11,160 |
HHO | 1270 | 1450 | 1540 | 1780 | 10,210 | 10,410 | 10,605 | 10,800 |
FA | 1350 | 1535 | 1637 | 1970 | 10,400 | 10,640 | 10,780 | 11,070 |
SSA | 1305 | 1496 | 1595 | 1865 | 10,305 | 10,525 | 10,695 | 10,910 |
DE-MFO4 | 1422 | 1640 | 1764 | 2125 | 10,580 | 10,835 | 10,980 | 11,265 |
DVFS41 | 1457 | 1698 | 1830 | 2205 | 10,695 | 10,940 | 11,100 | 11,364 |
 | S workflow(Epigenomics) | EL workflow(Epigenomics) | ||||||
ASSA | 1300 | 1440 | 1560 | 1650 | 11,500 | 10,700 | 10,900 | 11,050 |
AO | 1330 | 1535 | 1680 | 1700 | 11,620 | 10,800 | 11,050 | 11,145 |
PSO | 1460 | 1943 | 2020 | 2076 | 12,104 | 11,275 | 11,450 | 11,589 |
HHO | 1370 | 1612 | 1770 | 1798 | 11,710 | 10,920 | 11,130 | 11,260 |
FA | 1431 | 1800 | 1910 | 1985 | 11,920 | 11,180 | 11,355 | 11,464 |
SSA | 1390 | 1700 | 1860 | 1890 | 11,802 | 11,090 | 11,240 | 11,358 |
DE-MFO4 | 1505 | 2005 | 2130 | 2180 | 12,230 | 11,370 | 11,560 | 11,680 |
DVFS41 | 1540 | 2090 | 2215 | 2295 | 12,310 | 11,485 | 11,658 | 11,783 |
 | S workflow(LIGO) | EL workflow(LIGO) | ||||||
ASSA | 1252 | 1380 | 1500 | 1610 | 11,100 | 11,200 | 11,350 | 11,550 |
AO | 1290 | 1490 | 1590 | 1700 | 11,210 | 11,305 | 11,448 | 11,679 |
PSO | 1430 | 1848 | 1960 | 2158 | 11,650 | 11,700 | 11,860 | 12,155 |
HHO | 1331 | 1590 | 1680 | 1815 | 11,325 | 11,400 | 11,545 | 11,790 |
FA | 1390 | 1760 | 1850 | 2070 | 11,547 | 11,601 | 11,753 | 12,020 |
SSA | 1360 | 1650 | 1775 | 1910 | 11,430 | 11,497 | 11,650 | 11,900 |
DE-MFO4 | 1480 | 1950 | 2078 | 2255 | 11,765 | 11,810 | 11,957 | 12,270 |
DVFS41 | 1511 | 2055 | 2180 | 2360 | 11,870 | 11,908 | 12,050 | 12,387 |
 | S workflow(SIPTH) | EL workflow(SIPTH) | ||||||
ASSA | 1350 | 1490 | 1590 | 1700 | 11,800 | 11,000 | 11,200 | 11,350 |
AO | 1370 | 1595 | 1712 | 1802 | 11,915 | 11,110 | 11,310 | 11,452 |
PSO | 1470 | 1913 | 2102 | 2201 | 12,360 | 11,594 | 11,718 | 11,870 |
HHO | 1402 | 1700 | 1797 | 1913 | 12,035 | 11,246 | 11,405 | 11,560 |
FA | 1430 | 1805 | 2017 | 2110 | 12,250 | 11,485 | 11,620 | 11,773 |
SSA | 1440 | 1790 | 1906 | 2008 | 12,130 | 11,363 | 11,512 | 11,675 |
DE-MFO4 | 1503 | 2000 | 2200 | 2223 | 12,465 | 11,700 | 11,823 | 11,986 |
DVFS41 | 1544 | 2111 | 2307 | 2318 | 12,580 | 11,812 | 11,925 | 12,050 |