Microscope: AI-driven traffic decomposition
- Real-time service demand estimation
- Breaks large traffic aggregates into the service streams active at different locations
- Lightweight metadata-based, non-intrusive data processing
- Traffic volume predictions (Netflix, Spotify, etc.) accurate to within 1% of measured data
- Adaptive solution for intensive traffic analysis
NetSibulla: AI-assisted uncertainty- and cost-aware forecasting
- Dedicated neural models learn complex spatiotemporal dependencies
- Provides operators with supplementary information about the confidence of neural networks" output
- Anticipates capacity needed to accommodate each service-level flow
- 100x lower model complexity than state-of-the art
- Fast training, superior forecasting accuracy
AIDA: AI-Driven business Analytics
- Business intelligence platform for geo-temporal network analysis
- Identify congested locations
- Understand service-level deviations from historical patterns
- Helps shape service offerings and pricing
- Underpins targeted marketing