High-Speed Security Analytics Powered by In-Memory Machine Learning Engine.
Andrey SapeginMarian GawronDavid JaegerFeng ChengChristoph MeinelPublished in: ISPDC (2015)
Keyphrases
- high speed
- machine learning
- information security
- data mining
- low power
- data analysis
- machine learning algorithms
- security requirements
- network security
- pattern recognition
- memory usage
- access control
- intrusion detection
- social media
- knowledge representation
- learning analytics
- computational intelligence
- predictive modeling
- machine learning methods
- security issues
- artificial intelligence
- real time
- business intelligence
- active learning
- natural language processing
- text mining
- information extraction
- past experience
- statistical databases
- security policies
- computer vision
- high speed networks
- inductive logic programming
- security protocols
- case study
- main memory
- learning tasks
- educational data mining
- security analysis
- windows xp
- key management
- learning algorithm
- network management
- big data
- memory requirements
- decision trees
- cloud computing
- data management
- decision makers