Github user vanzin commented on the issue: https://github.com/apache/spark/pull/14931 Hmm... as far as I understand, `SlaveLost` does not mean "remote machine has died", it means "remote executor has died", which does not mean that the shuffle files were lost. Unless you actually try to connect to the shuffle service and verify whether it's alive, you might be throwing away work. It's possible that "machine has died" might be the most common cause of "SlaveLost", but I'm a little wary of treating both as the same. @squito has been looking at node blacklisting and might have better ideas here than I do.
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