Adaptive resource provisioning method using application-aware machine learning based on job history in heterogeneous infrastructures.
Jieun ChoiYoonhee KimPublished in: Clust. Comput. (2017)
Keyphrases
- machine learning
- synthetic data
- high precision
- high accuracy
- natural language processing
- experimental evaluation
- classification method
- prior knowledge
- cost function
- dynamic programming
- neural network
- machine learning methods
- detection method
- computationally efficient
- support vector machine
- computational cost
- pairwise
- objective function
- significant improvement
- data analysis
- optimization algorithm
- multiscale
- bayesian networks
- feature selection
- data sets
- statistical methods