How can I execute SQL queries that take longer 99,999 seconds on MySQL Workbench?

Probably nobody ever thought you'd need such a high timeout, so you are limited to what is settable currently. But open a feature request on http://bugs.mysql.com to suggest either having 0 disable the timeout entirely or allow bigger values.