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https://issues.apache.org/jira/browse/FLINK-4256?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16910534#comment-16910534
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Stephan Ewen commented on FLINK-4256:
-------------------------------------

@Thomas - I think the approach to manually split jobs with a pubsub is an 
option. It could be interesting to add some tooling for that.

> Fine-grained recovery
> ---------------------
>
>                 Key: FLINK-4256
>                 URL: https://issues.apache.org/jira/browse/FLINK-4256
>             Project: Flink
>          Issue Type: Improvement
>          Components: Runtime / Coordination
>    Affects Versions: 1.1.0
>            Reporter: Stephan Ewen
>            Assignee: Stephan Ewen
>            Priority: Major
>             Fix For: 1.9.0
>
>
> When a task fails during execution, Flink currently resets the entire 
> execution graph and triggers complete re-execution from the last completed 
> checkpoint. This is more expensive than just re-executing the failed tasks.
> In many cases, more fine-grained recovery is possible.
> The full description and design is in the corresponding FLIP.
> https://cwiki.apache.org/confluence/display/FLINK/FLIP-1+%3A+Fine+Grained+Recovery+from+Task+Failures
> The detail desgin for version1 is 
> https://docs.google.com/document/d/1_PqPLA1TJgjlqz8fqnVE3YSisYBDdFsrRX_URgRSj74/edit#



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