Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns.
Mikhail GenkinFrank DehnePablo NavarroSiyu ZhouPublished in: Bench (2018)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- machine learning algorithms
- decision trees
- supervised machine learning
- classification accuracy
- text classification
- supervised classification
- support vector machine
- pattern analysis
- open source
- feature selection
- machine learning approaches
- classification systems
- feature extraction
- lung disease
- learning algorithm
- training patterns
- automatic classification
- pattern representation
- pattern classification
- classification rules
- decision rules
- support vector machine svm
- unsupervised learning
- model selection
- image classification
- feature set
- supervised learning
- feature vectors
- feature space
- benchmark datasets
- classification method
- semi supervised learning
- learning tasks
- active learning
- data analysis
- discovering patterns
- case study