Data Science for Infrastructure - Observe, Understand, Automate

Explore the intersection of data science and cloud-native infrastructure in this 30-minute conference talk from KubeCon + CloudNativeCon Europe 2022. Delve into the challenges of understanding complex cloud-native applications and learn how to connect resource allocation and architectural decisions to critical business metrics. Discover how Pixie, an open-source observability platform for Kubernetes, can transform low-level telemetry data into valuable insights about system health. Gain practical knowledge on leveraging these high-level signals for various use cases, including SQL injection detection and Kubernetes deployment autoscaling. Enhance your ability to observe, understand, and automate cloud-native infrastructure through data science techniques.