Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing Systems.
Haifeng ChenGuofei JiangKenji YoshihiraPublished in: IEEE Trans. Knowl. Data Eng. (2008)
Keyphrases
- failure detection
- high dimensional data
- computing systems
- nearest neighbor
- dimensionality reduction
- high dimensional
- high dimensionality
- computer systems
- high dimensions
- low dimensional
- data sets
- data analysis
- subspace clustering
- fault detection
- high dimensional data sets
- data points
- similarity search
- manifold learning
- clustering high dimensional data
- high dimensional spaces
- autonomic computing
- input data
- high dimensional datasets
- real world
- nonlinear dimensionality reduction
- lower dimensional
- decision making
- variable weighting
- fault diagnosis
- highly reliable
- dimensional data
- principal component analysis
- knn
- data mining
- neural network