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

DATA

 

Full-stack
Data Collection

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INGEST

 

Telemetry Data
Normalization

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ENRICH

 

Telemetry
Enrichment

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ANALYZE

 

Network Analytics
Engine

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EXPLORE

 

Data
Interaction

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AUTOMATE

 

Assurance
Automation

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The transformation to cloud
network operator is a balancing act. 
Assurance analytics benefit
your entire service lifecycle.

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 >