Flow-models 2.0: Elephant flows modeling and detection with machine learning.
Piotr JurkiewiczPublished in: SoftwareX (2023)
Keyphrases
- machine learning
- machine learning methods
- data driven approaches
- modeling method
- inductive learning
- automatic detection
- stochastic models
- modeling framework
- model construction
- learning models
- statistical models
- decision trees
- false positives
- machine learning algorithms
- detection algorithm
- complex systems
- model validation
- prior knowledge
- active learning
- explanation based learning
- anomaly detection
- statistical modeling
- machine learning approaches
- detection accuracy
- pattern recognition
- hybrid models
- learning tasks
- statistical methods