Proactive Drive Failure Prediction for Cloud Storage System Through Semi-Supervised Learning.
Hao ZhouZhiheng NiuGang WangXiaoguang LiuDongshi LiuBingnan KangZheng HuYong ZhangPublished in: IEEE Trans. Dependable Secur. Comput. (2024)
Keyphrases
- semi supervised learning
- failure prediction
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- training data
- graph based semi supervised learning
- label propagation
- learning models
- improve the classification accuracy
- civil engineering
- transfer learning
- co training
- regularization framework
- active learning
- tool wear
- semi supervised learning methods
- artificial intelligence
- graph construction
- neural network