We have built custom AzMon collectors for IaaS-hosted instances of SQLServer 2014/2016 SQL Agent, SSIS and SSRS. We now have statistical run charting of job, project/package and report execution durations. We want to have these durations ‘learnt’ and trigger alerts when they vary.
Maybe the Anomaly Detection API?
Any thoughts?