Fault Management

• Approaches to improve various aspects of fault management process; Alarm correlation, compression

• Fault Prediction

Performance Management

• Approaches for KPI anomaly detection for various services

Causal Reasoning

• Approaches for Causal Reasoning / RCA

Forecast Traffic and Performance

Specify requirements & models

Engineering

Interfaces to existing data sources

Interfaces to existing visualization tools

With existing data sources

With existing OSS / BSS systems