Genetic Algorithm-Based Task Scheduling in Cloud Computing Using MapReduce Framework

Table 4

The best, average, worst, and standard deviation of convergence speed results.

Test scenario	Algorithm	Best	Medium	Worst	Standard deviation
First scenario	IWD	63	74	80	7.23
	PSO	63	78	81	6.58
	GA	53	57	63	4.08
	WOA	58	68	72	6.21
	MFO	72	80	82	4.76
Second scenario	IWD	85	94	100	6.24
	PSO	85	98	103	8.04
	GA	70	88	97	11.61
	WOA	85	94	100	6.24
	MFO	96	104	108	5.16
Third scenario	IWD	95	103	105	4.76
	PSO	90	96	105	6.24
	GA	71	84	102	11.90
	WOA	81	99	101	10.64
	MFO	96	104	109	5.44