AD Components

This section provides a high level summary of the Anomaly Detection (AD) components/applications.

App Manager is responsible for initializing and monitoring each AD component, as well as scalability and high availability functions.

AD Message Processor is responsible for processing messages received from the Workbench components.

AD Streaming Consumer is responsible for receiving and pre-processing messages.

AD Collector is responsible for local data-storage.

AD Anomaly Detector is responsible for calculating the anomaly scores and generating Insights.

AD Model Management is responsible for anomaly model training.

AD Message Producer is responsible for processing the results generated by AD.

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