Host utilization prediction using hybrid kernel based support vector regression in cloud data centers.
Priyanka NehraA. NagarajuPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- data center
- support vector regression
- cloud computing
- support vector
- support vector machine
- virtual machine
- load forecasting
- regression model
- hybrid model
- forecasting accuracy
- energy efficiency
- support vector classification
- cost effective
- kernel function
- power consumption
- response surface methodology
- prediction model
- energy consumption
- support vector machine svm
- multi tenant
- extreme learning machine
- cloud services
- kernel methods
- computing resources
- electrical energy
- wavelet frame
- autoregressive conditional heteroscedasticity
- carbon dioxide
- forecasting model
- ann models
- multi category
- feature vectors
- feature selection
- data mining