Overview
Explore the latest updates and feature highlights from the Special Interest Group (SIG) Autoscaling in this 35-minute conference talk presented by experts from IBM, Google, and Skyscanner. Dive into new functionalities such as the Cluster Autoscaler's snapshotter, designed to enhance cluster debugging by providing insights into the CA's decision-making process. Discover proposed future developments, including the Multidimensional Pod Autoscaler (MPA), which aims to combine Horizontal and Vertical Pod Autoscaler actions while separating control algorithms from actuation. Learn about the Balancer API, a new resource in the Autoscaling API that enables autoscaling for workloads with slightly different Pod specifications, useful for evenly distributing Pods across zones in regional clusters or maintaining desired ratios between Pods on different VMs. Gain insights into the promotion of various alpha HPA features and find out how to get involved in implementing these exciting advancements in Kubernetes autoscaling.
Syllabus
SIG Autoscaling Updates and Feature Highlights
Taught by
CNCF [Cloud Native Computing Foundation]