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

Table 8

DQL on RIN methods towards load balancing CPU utilization (seconds).

Algorithm	CPU utilization (seconds)
	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	81	83	85.02	87.5	92	90
DSOS	82	84	86.54	88.2	91	93
MSDE	84	87	84.56	89.54	93	95
PSO	86	89	86.54	86.98	94	91
WOA	85	85	83.987	88.21	91.85	96
MSA	83	86	84.56	87.12	93	94
DQL	80	82	83.8683	86.1	90	92