Minority Disk Failure Prediction Based on Transfer Learning in Large Data Centers of Heterogeneous Disk Systems.
Ji ZhangKe ZhouPing HuangXubin HeMing XieBin ChengYongguang JiYinhu WangPublished in: IEEE Trans. Parallel Distributed Syst. (2020)
Keyphrases
- transfer learning
- data center
- failure prediction
- learning tasks
- storage systems
- knowledge transfer
- cloud computing
- reinforcement learning
- machine learning
- collaborative filtering
- data mining
- text categorization
- management system
- support vector machine
- cross domain
- domain adaptation
- multi task
- data sets
- commercial web search engines
- power consumption
- energy consumption
- machine learning algorithms
- semi supervised learning
- labeled data
- text classification
- data warehouse
- active learning
- training set
- learning algorithm