MySQL error 2006: mysql server has gone away

I'm running a server at my office to process some files and report the results to a remote MySQL server. The files processing takes some time and the process dies halfway through with the following error: 2006, MySQL server has gone away I've heard about the MySQL setting, **wait_timeout**, but do I need to change that on the server at my office or the remote MySQL server?