Client times out, while MySQL query remains running?

We experienced an issue in which a read-only query, run through MySQL workbench, timed out from a user's UI perspective and remained running on the server (and apparently consuming more and more resources) until we had an outage. Questions - Is there a standard way to deal with this sort of issue in MySQL? - Is there a fundamental cause that we need to avoid?