CSLE: A Cost-sensitive Learning Engine for Disk Failure Prediction in Large Data Centers.
Xinyan ZhangKai ShantZhipeng TanDan FengPublished in: DATE (2022)
Keyphrases
- data center
- cost sensitive learning
- failure prediction
- cost sensitive
- cloud computing
- misclassification costs
- class imbalance
- probability estimation
- missing values
- power consumption
- cost effective
- energy consumption
- active learning
- rule extraction
- class distribution
- small number
- civil engineering
- learning models
- sensor networks
- decision trees
- learning algorithm
- low cost
- supervised learning
- feature selection