Research Article
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 |
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