It seems this is a complex routine and I can only talk in general terms. 
Perhaps you do need a temporary table, and it should not be a problem to 
create one.
However, it still seems strange that you think the problem might be the 
webserver rather than the DB.  
I do not know how to help with your IIS settings,  but webservers can 
timeout with long processes so I would look for a timeout setting in the 
configuration files.
Sorry I am not helping you much.  Best wishes.

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