Dynamic Q-Learning-Based Optimized Load Balancing Technique in Cloud

Table 6

DQL on RIN methods towards load balancing task completion time (ms).

Algorithm	Task completion time (ms)
	200 tasks in number	400 tasks in number	600 tasks in number	800 tasks in number	1000 tasks in number	1200 tasks in number
GA	1.023	28.36	31.21	38	46.12	49
DSOS	2.021	26.01	33.12	39	45.12	45.5
MSDE	2.031	27.01	30.56	37	46.18	46
PSO	2.452	25.02	32.89	40	45.13	47
WOA	3.021	26.12	31.45	41	44.98	48
MSA	2.089	27.36	30.15	36.5	44.5	46.5
DQL	0.0131	25	29.79	36	44.19	45