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

Table 2

RMSE and MAE of prediction models with growing workload.

model	meanRMSE	meanMAE
Cubist	18.96	17.19
Gam	25.64	24.17
Bam	25.65	24.18
Qrf	61.41	56.99
gamLoess	65.96	64.74
parRF	67.97	63.96
Rf	67.98	63.97
Cforest	129.2	126.8
M5	134.2	131.5
M5Rules	134.2	131.5
svmRadialSigma	194.6	193.8
svmPoly	207.5	206.9
Nnet	292.4	291.3
svmRadialCost	313.1	305.2
svmRadial	317	309.1