Classification and Characterization of Memory Reference Behavior in Machine Learning Workloads.
Seokmin KwonHyokyung BahnPublished in: SNPD (2022)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- supervised machine learning
- machine learning algorithms
- decision trees
- support vector machine
- feature selection
- text classification
- classification accuracy
- supervised learning
- supervised classification
- feature extraction
- model selection
- classification algorithm
- classification method
- classification scheme
- support vector
- classification systems
- classification rules
- feature construction
- classification models
- classification process
- decision rules
- feature set
- knowledge discovery
- data mining
- artificial intelligence
- information extraction
- nearest neighbor
- natural language processing
- neural network
- main memory
- cost sensitive
- index structure
- active learning
- preprocessing
- data structure
- explanation based learning
- computer vision
- memory usage
- text mining