I usually run them again under another machine the third time.
I hate failed jobs

, but I hate the thought of giving up on the job as well.
I have had maybe 20 jobs fail, but all completed later and were uploaded, except 1. That one failed 6 times and I finally gave up on it.
(And yes, it still bothers me!
)
Harder