Online Fault and Anomaly Detection for Large-Scale Scientific Workflows.
Taghrid SamakDan GunterMonte GoodeEwa DeelmanGideon JuveGaurang MehtaFabio SilvaKaran VahiPublished in: HPCC (2011)
Keyphrases
- anomaly detection
- scientific workflows
- intrusion detection
- anomalous behavior
- network traffic
- network anomaly detection
- intrusion detection system
- network intrusion detection
- detecting anomalies
- one class support vector machines
- real world
- scientific data
- negative selection algorithm
- dimensionality reduction
- unsupervised learning
- training data
- detect anomalies
- cumulative sum
- semantic annotation
- database systems
- web services