Performance Evaluation of Novel Random Biased-Genetic Algorithm (NRB-GA): A Hybrid Load Balancing Algorithm in a Cloud Computing Environment
Table 10
Processing time—two data centers.
Cloud configuration
NRB-GA
BRS
RR
ESCE
GA
CC1
399.41
528.65
553.23
538.5
541.76
CC2
394.36
522.95
549.45
534.68
536.28
CC3
394
522.95
547.32
533.41
437.18
CC4
389.26
519.94
545.45
531.72
436.15
CC5
390.24
520.53
545.45
530.08
434.58
CC6
390.69
520.34
542.61
523.86
425.81
Average processing time
392.993333
522.56
547.25167
532.04167
468.62667
Average processing time reduction percentage ((min (BRS, RR, ESCE, GA)-NRB-GA)/min (BRS, RR, ESCE, GA))
16.14%
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.
