Data Locality Optimization for Synthesis of Efficient Out-of-Core Algorithms.
Sandhya KrishnanSriram KrishnamoorthyGerald BaumgartnerDaniel CociorvaChi-Chung LamP. SadayappanJ. RamanujamDavid E. BernholdtVenkatesh ChoppellaPublished in: HiPC (2003)
Keyphrases
- data sets
- data processing
- data structure
- data mining algorithms
- knowledge discovery
- high quality
- optimization problems
- database
- computationally efficient
- end users
- synthetic data
- data analysis
- training data
- learning algorithm
- data reduction
- statistical methods
- high dimensional data
- raw data
- optimization methods
- data collection
- image data
- data sources
- computational cost
- prior knowledge
- databases
- data streams
- spatial locality
- efficient optimization
- parallel architectures
- limited memory
- evolution strategy
- computationally intensive
- data mining tasks
- incomplete data
- decision trees
- noisy data
- data objects
- data mining techniques
- computational complexity
- spatial data
- sensor data
- missing data
- probability distribution
- statistical analysis
- dimensionality reduction