ScaleML: Machine Learning based Heap Memory Object Scaling Prediction.
Joongeon ParkSafdar JamilAwais KhanSangkeun LeeYoungjae KimPublished in: NVMSA (2020)
Keyphrases
- machine learning
- data structure
- object model
- d objects
- machine learning approaches
- prediction accuracy
- predictive modeling
- feature selection
- pattern recognition
- moving objects
- computer vision
- learning algorithm
- memory usage
- machine learning algorithms
- artificial intelligence
- decision trees
- complex objects
- machine learning methods
- multiple objects
- memory requirements
- memory space
- learning systems
- text mining
- data streams
- computing power
- explanation based learning
- data mining
- protein secondary structure prediction
- computational biology
- target object
- object classes
- prediction model
- spatial relationships
- main memory
- learning tasks
- supervised learning