Gaussian process for predicting CPU utilization and its application to energy efficiency.
Dinh-Mao BuiHuu-Quoc NguyenYongik YoonSungik JunMuhammad Bilal AminSungyoung LeePublished in: Appl. Intell. (2015)
Keyphrases
- gaussian process
- energy efficiency
- energy consumption
- power consumption
- wireless sensor networks
- gaussian processes
- sensor networks
- data center
- gaussian process regression
- regression model
- bayesian framework
- model selection
- routing protocol
- response time
- covariance function
- latent variables
- semi supervised
- hyperparameters
- sensor nodes
- gaussian process models
- sparse approximations
- smart home
- expectation propagation
- prior knowledge
- pairwise
- cross validation
- action recognition
- human computer interaction
- cloud computing
- low cost
- data mining