Hi Dipak,
Yes, we can set up duration calculation to gauge the performance of each event. Check this link How to Set up Group Duration Calculation in Event Management which has explained step by step.
Check this discussion as well Settings for Event Duration Calculation in SAP EM for BW
Regards
GGOPII