Multi-GPU approach for big data mining: global induction of decision trees.
Krzysztof JurczukMarcin CzajkowskiMarek KretowskiPublished in: GECCO (Companion) (2019)
Keyphrases
- big data
- decision trees
- knowledge discovery
- massive datasets
- constructive induction
- rule induction
- huge data
- data management
- cloud computing
- data mining methods
- data analytics
- data analysis
- business intelligence
- machine learning
- social media
- big data analytics
- data processing
- data visualization
- unstructured data
- data intensive
- real time
- massive data
- data mining techniques
- vast amounts of data
- multivariate decision trees
- induction algorithms
- data science
- high volume
- text mining
- data mining
- parallel implementation
- databases
- commodity hardware
- data driven decision making
- parallel processing
- data mining algorithms
- query processing
- decision making
- data sets