Performance Evaluation of Novel Random Biased-Genetic Algorithm (NRB-GA): A Hybrid Load Balancing Algorithm in a Cloud Computing Environment
Table 9
Response time—two data centers.
Cloud configuration
NRB-GA
BRS
RR
ESCE
GA
CC1
466.86
597.88
617.31
607.73
610.49
CC2
461.81
592.18
613.53
603.91
606.01
CC3
461.45
592.18
611.4
602.64
605.91
CC4
456.71
589.17
609.53
600.95
604.88
CC5
457.69
589.76
609.53
599.31
603.31
CC6
458.14
542.61
606.69
593.09
594.54
Average response time
460.44333
583.96333
611.33167
601.27167
604.19
Average response time reduction percentage ((min (BRS, RR, ESCE, GA)-NRB-GA)/min (BRS, RR, ESCE, GA))
21.15%
Proposed NRB-GA algorithms response time is compared with least response time of Existing algorithms and percentage of reduction in response time is measured with this two quantities.
