Five key learnings from building a large scale anomaly detection syst…

Confidential What is the problem? Business Insight Latency Delayed business insights cost companies millions of dollars 3. 3Page Numberwww.anodot.com Confidential Business insights at any granularity Publishers Ad exchanges DevicesConversion Ad types User types Countries RegionPurchases Item categories OS Browsers Software verPage views Pages Sheet type Locations CustomerPrint errors Printer type Measuring KPIs with many dimensions Millions of time series metrics to track 4. 4Page Numberwww.anodot.com Confidential How to Track the Millions and Get the Insights? Confidential Automatic Anomaly Detection in Five Steps Normal behavior learning Abnormal behavior learning Behavioral Topology Learning Detection, scoring and grouping anomalies Feedback based learning 7. 7Page Numberwww.anodot.com