Practical machine learning based multimedia traffic classification for distributed QoS management.
Sebastian ZanderGrenville J. ArmitagePublished in: LCN (2011)
Keyphrases
- machine learning
- multimedia
- pattern recognition
- multimedia communication
- supervised machine learning
- machine learning methods
- support vector machine
- decision trees
- supervised learning
- machine learning approaches
- machine learning algorithms
- feature selection
- feature vectors
- classification accuracy
- distributed systems
- text classification
- distributed environment
- support vector
- quality of service
- supervised classification
- management system
- feature extraction
- model selection
- real time
- training set
- multimedia content
- feature space
- high priority
- active learning
- training data
- resource utilization
- metadata