damccorm opened a new issue, #20377:
URL: https://github.com/apache/beam/issues/20377

   SDKs should have sane retry strategies when encountering failures during job 
submission. For example a `deadline exceeded` error could retry with some 
exponential backoff.
   
   Imported from Jira 
[BEAM-10588](https://issues.apache.org/jira/browse/BEAM-10588). Original Jira 
may contain additional context.
   Reported by: tysonjh.


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