Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams.
Yue LuRenjie WuAbdullah MueenMaria A. ZuluagaEamonn J. KeoghPublished in: KDD (2022)
Keyphrases
- anomaly detection
- data streams
- streaming data
- detect anomalies
- sliding window
- intrusion detection
- network traffic
- network intrusion detection
- detecting anomalies
- anomalous behavior
- computer security
- detecting anomalous
- concept drift
- unsupervised anomaly detection
- outlier detection
- intrusion detection system
- behavior analysis
- negative selection algorithm
- cumulative sum
- high dimensional data streams
- one class support vector machines
- unsupervised learning
- network intrusion
- network anomaly detection
- data mining
- data sets
- association rules
- object recognition
- feature selection
- misuse detection
- neural network