Improving the accuracy of energy predictive models for multicore CPUs by combining utilization and performance events model variables.
Arsalan ShahidMuhammad FahadRavi Reddy ManumachuAlexey L. LastovetskyPublished in: J. Parallel Distributed Comput. (2021)
Keyphrases
- probabilistic model
- experimental data
- predictive model
- computational model
- autoregressive
- generic model
- structural model
- prediction model
- bayesian framework
- mathematical model
- statistical model
- statistical models
- linear model
- parametric models
- linear models
- parameter estimation
- accurate models
- analytical model
- failure modes
- forecast models
- linear regression
- neural network model
- process model
- learning models
- mathematical models
- metamodel
- hidden variables
- neural network
- computational models
- event detection
- energy consumption
- temporal sequences
- model selection
- em algorithm
- high level
- decision trees