Smarter Golden Signals - Using AIOps for Kubernetes Cluster Monitoring
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Overview
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This talk demonstrates using the open-source numalogic engine to detect anomalies in Kubernetes clusters from Prometheus metrics. It covers real-time data processing, baseline behavior, component and cluster anomaly scores, and a live pipeline demo without requiring prior AI/ML experience.
Syllabus
Smarter Golden Signals! - Anusha Ragunathan & Venkata Gunapati, Intuit Inc
Taught by
CNCF [Cloud Native Computing Foundation]