Handling Billions of Metrics with Prometheus and Thanos

Explore how Intuit handles billions of metrics using Prometheus and Thanos in this informative conference talk. Discover the challenges faced when managing metrics at scale across 320 Kubernetes clusters, 5000 services, and 40 addons generating 2 billion active time series metrics. Learn about leveraging Prometheus and Thanos to overcome these challenges, and gain insights into design strategies for various metric use cases. Dive into live metrics at scale with Argocd Metrics extension, utilizing object store for AIOPS metrics, producing metrics into Kafka eventbus for golden signals, and consuming Prometheus metrics for Blue-Green and Canary deployments with argo-rollouts. Witness a demonstration showcasing these solutions and their practical applications in a large-scale environment.

Handling Billions of Metrics with Prometheus and Thanos - Ravi Hari & Amit Auddy, Intuit