Hi,
What is source of the report - If is is from Bex - the try to execute same report at BW end.
- Check whether any Prompts/filters are hard coded in second report and same are not maintained in first report and leads to slow execution .
- Check the server and connectivity between BI and source
- Check the design.
- Use BICS
Regards, vijay