Telemetry Data Normalization

Ingest

The accuracy and precision of analytics starts with clean input data. SONAR4 scrubs and normalizes inbound telemetry, so that your business can rely on your findings.

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Outlier Filtering

Prevent inconsistent and unreliable data from skewing the anomaly detection process.

Optimize your data for real-time processing.

Optimized for high volumes of real-time network traffic with millisecond precision, data is continuously processed, curated and prepared for analysis.

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Attribute Scaling

Ensure accurate anomaly detection and correlation analysis by minimizing the effects of incorrectly reported metrics.

Event Modification

Simplify data processing by allowing multiple related events to form a new union event. Conversely, allow more granular processing by splitting a single event into a series of events.

Attribute Standardization

Increase anomaly detection precision and allow efficient data analysis by ensuring metrics reported by different data sources follow the same measurement scales.