Cloud Native Night Mainz & Munich, May 2023, Niels Roetert (Solutions Architect at StormForge). == Dokument bitte herunterladen, falls unscharf! Please download slides if blurred! Put the ‘Auto’ in Autoscaling – Make Kubernetes 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 you and demonstrate to you this last option.