Guidance for Architects

Can you give architects guidance as to when to utilize Data Frames with Dashboard development use cases and talk about whether this provides performance benefits balancing with Data Unit “physics”.  What are the opportunities/limitations we should keep in mind with respect to the use of Data Frames with Dynamic Dashboards?