Case Studies
Anomaly Detection
A Telco Case Study
Business Challenge
To efficiently monitor and manage their data center’s critical resources and capacity in real-time – seamlessly scaling with no down-time
Technical Challenge
- Processing 100s of thousands of messages from multiple streams in sub-second latency
- Triggering analytics based on anomalies
- Identifying routers, switches, servers, storage and DB events with window based computation
- Predictive analytics
Solution
- Streaming data from multiple systems and sensors are ingested in real time
- Anomalies trigger advanced analytics models to run
- Analytic results trigger business logic to automatically alert or impact business process
Results
- Improved network performance and reduced data center downtime
- Reduced TCO – maintenance and IT costs