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https://issues.apache.org/jira/browse/FLINK-10461?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16704680#comment-16704680
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ASF GitHub Bot commented on FLINK-10461:
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azagrebin commented on issue #6777: [FLINK-10461] [State Backends, 
Checkpointing] Speed up download files when restore from DFS
URL: https://github.com/apache/flink/pull/6777#issuecomment-443193074
 
 
   In general, I do not see any problem in having multiple threads, downloading 
even the same data. If your question is whether they can interfere with each 
other locally, the target directories are randomised so they should download to 
different locations, even if at the same time. Eventually, it is the JM job 
that only one of them will be used.

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> Speed up download file procedure when restore 
> ----------------------------------------------
>
>                 Key: FLINK-10461
>                 URL: https://issues.apache.org/jira/browse/FLINK-10461
>             Project: Flink
>          Issue Type: Improvement
>          Components: State Backends, Checkpointing
>            Reporter: Congxian Qiu
>            Assignee: Congxian Qiu
>            Priority: Major
>              Labels: pull-request-available
>
> In the current master branch, the restore will download file from DFS, the 
> download procedure are single-thread, this could speed up by using 
> multi-thread for downloading states from DFS.
>  
> In my company, the states will come to some terabytes, so the restore 
> procedure will become a litter slow, after a bit digging, I find download 
> states from DFS using single thread, this could using multi-thread for speed 
> up.
> I test the time used for download states from DFS with ~2 terabytes states. 
> With single thread it used 640+s, and 130+s when using 5 threads for download.



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