Check out the SAS GitHub to learn how to build a model for real-time detection of malfunctioning light groupings. These light groupings are part of the Smart Campus floodlight circuits located in a parking lot.
https://github.com/sassoftware/iot-anomaly-detection-floodlights
Key take-aways from this use case:
- Learn how to design streaming model for real-time failure detection
- Learn how to use Subspace tracking algorithm to detect anomalies
- Best practices for Subspace tracking algorithm
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