Research Article
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 |
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