sSketch: A Scalable Sketching Technique for PCA in the Cloud.
Md. Mehrab TanjimMuhammad Abdullah AdnanPublished in: WSDM (2018)
Keyphrases
- principal component analysis
- cloud computing
- map reduce
- principal components analysis
- highly scalable
- principal components
- feature extraction
- web scale
- face recognition
- feature space
- singular value decomposition
- face images
- low dimensional
- principle component analysis
- real time
- independent component analysis
- covariance matrix
- lightweight
- dimensionality reduction
- image processing
- neural network
- high dimensional
- video sequences
- data center
- decision trees
- virtual machine
- genetic algorithm
- databases
- database
- sketch recognition