Machine Learning for Data Center Optimizations: Feature Selection Using Shapley Additive exPlanation (SHAP).
Yibrah GebreyesusDamian DaltonSebastian NixonDavide De ChiaraMarta ChinniciPublished in: Future Internet (2023)
Keyphrases
- data center
- feature selection
- machine learning
- cloud computing
- explanation based learning
- text classification
- virtual machine
- power consumption
- cost effective
- support vector machine
- energy consumption
- multi tenant
- energy efficiency
- text categorization
- support vector
- feature selection algorithms
- model selection
- feature set
- feature ranking
- disaster recovery
- power management
- mission critical
- inductive learning
- learning algorithm
- machine learning methods
- classification accuracy
- decision trees
- data mining
- feature space
- machine learning algorithms
- databases
- learning tasks
- operating system
- carbon dioxide