Analyzing and Predicting Security Event Anomalies: Lessons Learned from a Large Enterprise Big Data Streaming Analytics Deployment.
Colin PuriCarl DukatzPublished in: DEXA Workshops (2015)
Keyphrases
- lessons learned
- big data
- data analytics
- cloud computing
- stream processing
- anomaly detection
- case study
- data analysis
- intrusion detection
- unstructured data
- business intelligence
- data management
- security issues
- data processing
- social media
- future directions
- high volume
- big data analytics
- data visualization
- commodity hardware
- knowledge discovery
- vast amounts of data
- statistical databases
- data warehousing
- information management
- data stores
- participatory design
- massive data
- social computing
- database
- database management systems
- data mining
- decision making
- database systems
- open source
- decision support system
- data mining techniques