Performance anomaly detection using isolation-trees in heterogeneous workloads of web applications in computing clouds.
Sara Kardani-MoghaddamRajkumar BuyyaKotagiri RamamohanaraoPublished in: Concurr. Comput. Pract. Exp. (2019)
Keyphrases
- web applications
- anomaly detection
- intrusion detection
- application development
- detecting anomalies
- web services
- anomalous behavior
- end users
- network traffic
- web application development
- detect anomalies
- network anomaly detection
- decision trees
- intrusion detection system
- network security
- application developers
- unsupervised learning
- network intrusion detection
- machine learning
- database systems
- one class support vector machines
- cloud computing
- mashup
- active learning
- web development
- object recognition
- probabilistic model
- open source
- computer systems
- negative selection algorithm
- cumulative sum