Hi Thom,
Thank you for your prompt reply.
Regarding the Report timeout it's already set to 3600 seconds.(Site Setting->General->Report Timeout) but it does not solve the problem.
I have other report which run more than 2 min but provides results.
So I don't think it's related to that or maybe I am not looking in the right timeout configuration .