A Theoretical Study of Anomaly Detection in Big Data Distributed Static and Stream Analytics.
Bakhtiar AmenGrigoris AntoniouPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- big data
- anomaly detection
- data management
- big data analytics
- intrusion detection
- data analysis
- social media
- detecting anomalies
- cloud computing
- network traffic
- network intrusion detection
- unstructured data
- intrusion detection system
- anomalous behavior
- data processing
- business intelligence
- predictive modeling
- commodity hardware
- information systems
- computer networks
- unsupervised learning
- computer systems
- data warehouse
- knowledge discovery
- data streams
- one class support vector machines
- network anomaly detection
- data science
- database
- high dimensional data streams