Towards SLA-Driven Autoscaling of Cloud Distributed Services for Mobile Communications

Table 3

RMSE and MAE of prediction models with periodic workload.

model	meanRMSE	meanMAE
Cubist	32.42	28.46
Qrf	102.7	95.51
M5	104.8	97.69
M5Rules	105.4	98.23
parRF	114.3	107.7
Rf	114.3	107.7
svmRadialSigma	174.3	167.9
svmRadialCost	177	170.3
svmRadial	178	171.1
Gam	321.2	316.8
Bam	323.3	318.9
Cforest	369.1	365.3
gamLoess	648.1	644.1
Nnet	663.7	659.9
svmPoly	709.6	706.3