A few weeks ago I showed how XMLA Endpoints allow you to connect SQL Server Profiler to Power BI Premium. As well as looking at query execution times this also means you can see in more detail what happens when a dataset is refreshed, for example so you can find out exactly how long a refresh took, understand which tables inside the dataset contribute most to refresh times or which calculated columns or calculated tables take the longest to create.