Put the ‘auto’ into autoscaling—make K8s VPA and HPA work together for optimal resource provisioning

Without autoscaling, most companies recognize they’re either wasting a lot of resources or risking performance/reliability issues. There’s no way to effectively set resource requests unless your actual usage is completely flat. A way to solve this is by having knowledgeable people look at it all day to make adjustments, or you can just take the financial hit or the risk of instability. Alternatively one can use technology like machine learning to solve the issue with high accuracy and little to no effort. In this talk, we'll inform and demonstrate to you this last option.