Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems.
Ji ZhangKe ZhouPing HuangXubin HeZhili XiaoBin ChengYongguang JiYinhu WangPublished in: ICPP (2019)
Keyphrases
- transfer learning
- data center
- failure prediction
- storage systems
- learning tasks
- knowledge transfer
- labeled data
- learning algorithm
- reinforcement learning
- commercial web search engines
- artificial intelligence
- active learning
- data sets
- semi supervised learning
- cloud computing
- cost effective
- machine learning algorithms
- collaborative filtering
- data management
- knn
- multi task
- knowledge discovery
- data sources
- feature selection
- machine learning