Stephan Ewen created FLINK-4815:

             Summary: Automatic fallback to earlier checkpoints when checkpoint 
restore fails
                 Key: FLINK-4815
             Project: Flink
          Issue Type: New Feature
          Components: State Backends, Checkpointing
            Reporter: Stephan Ewen

Flink should keep multiple completed checkpoints.
When the restore of one completed checkpoint fails for a certain number of 
times, the CheckpointCoordinator should fall back to an earlier checkpoint to 

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