Addressing Irregular Patterns of Matrix Computations on GPUs and Their Impact on Applications Powered by Sparse Direct Solvers.
Ahmad AbdelfattahPieter GhyselsWajih BoukaramStanimire TomovXiaoye Sherry LiJack J. DongarraPublished in: SC (2022)
Keyphrases
- coefficient matrix
- sparse matrix
- high dimensional
- linear algebra
- general purpose
- pattern discovery
- binary matrices
- compressive sensing
- computational power
- temporal patterns
- low rank
- pattern mining
- singular value decomposition
- data mining techniques
- design patterns
- parallel processing
- parallel implementation
- dictionary learning
- random projections
- orders of magnitude
- logic programs
- matrix multiplication
- data mining