Memory Mapping and Parallelizing Random Forests for Speed and Cache Efficiency.
Eduardo Romero-GainzaChristopher StewartAngela LiKyle HaleNathaniel MorrisPublished in: ICPP Workshops (2021)
Keyphrases
- random forests
- memory access
- random forest
- decision trees
- machine learning algorithms
- logistic regression
- main memory
- tree ensembles
- ensemble methods
- memory hierarchy
- decision tree ensembles
- high dimensional
- randomized trees
- memory bandwidth
- memory management
- memory subsystem
- regression forests
- head pose estimation
- image features