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.
- Wizard for parameterization of anomaly detection jobs and custom analysis algorithms
- Import/export data from local file system (e.g. CSV files) or from external databases (e.g. MongoDB, MySQL)
- Aggregation of time series, data preprocessing and normalization
- Visualization of result in predefined dashboard
- Fully managed, shared cloud service