Autoscaling Kubernetes Deployments - A Practical Guide

Explore the intricacies of autoscaling Kubernetes deployments in this 35-minute conference talk by Natalie Serrino from New Relic's Pixie team. Delve into the challenges of sizing Kubernetes deployments and learn about the flexible autoscaling options available. Discover factors to consider when sizing your Kubernetes application, compare horizontal and vertical autoscaling, and understand the use of the Kubernetes custom metrics API. Witness practical demonstrations of autoscaling using application metrics from Prometheus, Linkerd, and Pixie, including request throughput, latency, and custom business metrics. For a unique twist, experience an impractical demo featuring a Turing-complete autoscaler. Gain valuable insights to optimize your Kubernetes deployments and ensure stable performance under varying loads.