Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic.
Francesco BronzinoPaul SchmittSara AyoubiHyojoon KimRenata TeixeiraNick FeamsterPublished in: Proc. ACM Meas. Anal. Comput. Syst. (2021)
Keyphrases
- network traffic
- data representation
- machine learning
- traffic volume
- internet traffic
- traffic data
- intrusion detection
- traffic analysis
- anomaly detection
- network security
- network monitoring
- network management
- dimensionality reduction
- intrusion detection system
- network traffic data
- learning algorithm
- network intrusion detection
- traffic engineering
- traffic patterns
- long range dependence
- network bandwidth
- network resources
- xml documents
- computer vision
- model selection
- pattern recognition
- data mining
- normal traffic
- text classification
- image processing
- database