Anomaly Detection of Manufacturing Equipment via High Performance RDF Data Stream Processing: Grand Challenge.
Nihla AkramSachini SiriwardeneMalith JayasingheMiyuru DayarathnaIsuru PereraSeshika FernandoSrinath PereraUpul BandaraSriskandarajah SuhothayanPublished in: DEBS (2017)
Keyphrases
- anomaly detection
- grand challenge
- data stream processing
- data flow
- stream processing
- data streams
- intrusion detection
- streaming data
- detecting anomalies
- anomalous behavior
- metadata
- intrusion detection system
- network traffic
- network intrusion detection
- data model
- negative selection algorithm
- network anomaly detection
- data sources
- one class support vector machines
- unsupervised learning
- data processing
- detect anomalies
- databases
- sliding window
- multi dimensional
- query language
- data analysis
- data structure
- concept drift