March 12, 2021 3:48PM
Lessons Learned from Scaling Up Cloudflare’s Anomaly Detection Platform
Kubernetes Bots Redis HBOS HyperLogLogAnomaly Detection uses an algorithm called Histogram-Based Outlier Scoring (HBOS) to detect anomalous traffic in a scalable way. While HBOS is less precise than algorithms like kNN when it comes to local outliers, it is able to score global outliers quickly (in linear time)....
