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https://issues.apache.org/jira/browse/FLINK-4256?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15405484#comment-15405484
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Zhijiang Wang commented on FLINK-4256:
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In further improvement, if task c failed, the following downstream tasks like d 
and e should not be restarted. We already make some works related with it.
I am interested in the issue of caching intermediate result, it can solve the 
problem of restarting upstream tasks of failed one. Is it the 
PIPELINED_PERSISTENT type in result partition? Wish further plan for it.


> Fine-grained recovery
> ---------------------
>
>                 Key: FLINK-4256
>                 URL: https://issues.apache.org/jira/browse/FLINK-4256
>             Project: Flink
>          Issue Type: Improvement
>          Components: JobManager
>    Affects Versions: 1.1.0
>            Reporter: Stephan Ewen
>            Assignee: Stephan Ewen
>             Fix For: 1.2.0
>
>
> 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



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