When retrieving performance data from SQLWATCH database we have to keep in mind the fact that this is a decentralised architecture meaning, we are connecting to possible a production instance and there could be gigabytes of performance data in the SQLWATCH database. For obvious reasons we do not want to pull all the available data into PowerBI as this could impact the service. In this post we are explaining the design behind time parameters.