Near Data Processing Performance Improvement Prediction via Metric-Based Workload Classification.
Dimitrios PapalekasAthanasios TziouvarasGeorge FlorosGeorgios DimitriouMichael DossisGeorgios I. StamoulisPublished in: MOCAST (2022)
Keyphrases
- data processing
- pattern classification
- neural networks and support vector machines
- classification systems
- feature selection
- evaluation metrics
- prediction model
- supervised learning
- classification accuracy
- support vector
- pattern recognition
- feature vectors
- learning algorithm
- predictive modeling
- automatic classification
- classification models
- preprocessing
- feature space
- classification algorithm
- decision rules
- prediction accuracy
- unsupervised learning
- text classification
- support vector machine
- class labels
- benchmark datasets
- machine learning methods
- classification rules
- model selection
- training set
- prediction error
- pairwise
- multi layer perceptron
- classification process
- significant improvement