FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.
Taeyoon KimChanho ParkMansur MukimbekovHeelim HongMinseok KimZe JinChangdae KimJi-Yong ShinMyeongjae JeonPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- data preparation
- machine learning
- knowledge discovery in databases
- preprocessing
- knowledge discovery
- data quality
- data mining
- data analysis
- graphics processing units
- gpu implementation
- feature selection
- web usage mining
- instance selection
- graphics processors
- pattern discovery
- knowledge driven
- supervised learning
- databases
- data modeling
- data reduction
- knowledge discovery and data mining
- text classification
- semi supervised learning
- process model
- data management
- text mining
- support vector machine
- computer science
- decision trees
- website
- learning algorithm