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

Table 5

The best, average, worst, and standard deviation results of makespan.

Test scenario	Algorithm	Best	Medium	Worst	Standard deviation
First scenario	IWD	280	296	301	9.86
	PSO	280	298	303	10.78
	GA	251	256	270	8.59
	WOA	260	281	290	8.22
	MFO	299	310	316	7.25
Second scenario	IWD	282	302	306	8.96
	PSO	299	309	316	7.04
	GA	273	280	288	6.13
	WOA	272	278	291	3.87
	MFO	306	313	316	4.39
Third scenario	IWD	282	296	300	8.40
	PSO	300	312	316	7.30
	GA	281	288	295	5.71
	WOA	281	289	301	41.12
	MFO	300	319	324	11.34

Bold numbers represent the best results achieved.