Maybe the report is trying to make some DML (Insert/Update/Delete) in some locked table(s) , and it is wating for the locks ?
Try (or ask for your DBA) to trace the session of this report in the database, and check the wait views in the database, to find EXACTLY what your report is waiting for.

Regards,

Chiappa