Bosch IoT Analytics: Anomaly Detection Service
The Bosch IoT Analytics cloud service wants to make it easy and affordable for you to get useful, exciting, and actionable insights out of the raw data of your IoT-connected products.
The Anomaly Detection Service (ADS) helps to analyze a fleet of devices and identify the individual anomalous ones, i.e. those sending implausible data or just behaving strange. Its powerful yet simple to use analysis models (e.g. Multidimensional Scaling (MDS), One-Class SVM Fit, Elliptic Envelop Fit) explore the interesting patterns; results are visualized in a standard dashboard.