State of the Art and Future Trends in Data Reduction for High-Performance Computing.
Kira DuweJakob LüttgauGeorgiana ManiaJannek SquarAnna FuchsMichael KuhnEugen BetkeThomas LudwigPublished in: Supercomput. Front. Innov. (2020)
Keyphrases
- data reduction
- future trends
- high performance computing
- data mining
- scientific computing
- data compression
- open issues
- massively parallel
- computing systems
- preprocessing
- parallel computing
- classification rules
- computational science
- data analysis
- grid computing
- computing resources
- model selection
- fault tolerance
- energy efficiency
- knowledge discovery
- singular value decomposition
- feature selection
- rough set theory
- computing environments
- classification accuracy
- dimensionality reduction
- information retrieval
- wireless sensor networks
- real world
- sensor networks
- computer systems
- compression ratio
- data quality
- power consumption