Well, even if each task is sent to multiple computers (2?), in case we have limited amount of tasks (as it seems to be happening now), machines that pull a lot of tasks and then vanish after processing few of them are blocking the rest of the reasearchers until the tasks time out.
I'm currently processing tasks that time out on 4th April, so the timeout seems to be about 1 week?