Characterizing heterogeneous computing environments using singular value decomposition.
Abdulla Al-QawasmehAnthony A. MaciejewskiHoward Jay SiegelPublished in: IPDPS Workshops (2010)
Keyphrases
- singular value decomposition
- computing environments
- singular values
- least squares
- dimensionality reduction
- principal component analysis
- low rank
- grid computing
- dimension reduction
- mobile agents
- latent semantic indexing
- latent semantic analysis
- correlation matrix
- low rank approximation
- grid environment
- reconstruction error
- measurement matrix
- data sets
- singular vectors
- machine learning
- neural network