Hey Pablo ,
Here is a helpful section on the FAQ page:
-> Browse to: http://lifeinthegrid.com/duplicator-faq/
-> Find Section: "3. Troubleshoot => Timeout Issues"
You may also check that Apache isn't set to timeout at 120 seconds...
Hope that helps...