Leveraging Prometheus Monitoring to Maximize Business Metrics with Iter8
Discover how to leverage Prometheus monitoring to maximize business metrics using Iter8 in this lightning talk by Alan Cha from IBM. Learn about Iter8, an open-source tool that utilizes Prometheus' widespread adoption to perform SLO validation and A/B testing for Kubernetes applications and ML models. Explore how Iter8 conducts metrics-driven experiments to ensure optimal performance and business value. Gain insights into setting up declarative experiments and discover Iter8's latest features, including autoX for automatic version detection and experiment launching, custom metrics integration from various databases or Kubernetes resources, and multi-loop experiments for extended testing periods. Enhance your understanding of how to effectively use Prometheus metrics to improve your Kubernetes apps and ML models' performance.