Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU.
Zhen XieWenqian DongJiawen LiuHang LiuDong LiPublished in: EuroSys (2021)
Keyphrases
- tree structure
- inference engine
- decision trees
- ensemble methods
- graphics processing units
- expert systems
- rule base
- knowledge base
- knowledge based systems
- real time
- knowledge representation
- data structure
- training set
- training data
- tree structures
- backward chaining
- quadtree
- tree representation
- index structure
- frequent patterns
- xml documents
- machine learning
- rule sets
- naive bayes
- decision rules
- r tree
- b tree
- pattern recognition
- feature selection
- fuzzy logic
- fuzzy rules
- neural network
- data sets
- database
- knowledge acquisition
- data management