Public preview: Azure Monitor predictive autoscale for Azure virtual machine scale sets
Published date: 16 February, 2022
Predictive autoscale uses machine learning to help manage and scale Azure virtual machine scale sets with cyclical workload patterns. It forecasts overall CPU load to your virtual machine scale set, based on your historical CPU usage patterns. By observing and learning from historical usage, it predicts the overall CPU load ensuring scale-out occurs in time to meet demand.