Explore the world of Kubernetes autoscaling in this informative conference talk by Joe Burnett and Marcin Wielgus from Google. Gain a comprehensive understanding of autoscaling features in Kubernetes, including horizontal, vertical, and cluster autoscalers. Learn how to automatically adjust your Kubernetes cluster and pods to match current capacity needs, discover which components to use in different scenarios, and master proper configuration techniques for optimal efficiency and cost savings. Delve into upcoming features such as the new HPA v2 stable API and support for alternative recommenders in VPA. The presentation covers an introduction to SIG-Autoscaling, provides an overview with practical examples, and offers updates on HPA and VPA developments.