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.

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.

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.
More Functional Modules
Applications
Wireless Services
Wireless disaggregation and virtualization demands assurance spanning physical and virtual infrastructure. Learn More >
Enterprise Services
Virtualized Enterprise Services introduce new challenges when ensuring SLAs. Learn More >
Residential Services
Residential Services are increasingly virtualized. Are you confident in your new service experience? Learn More >

Applications
Wireless Services
Enterprise Services
Residential Services
Solutions
ONAP Architecture
SDN Architecture
Company
About
Team
Blog & Events