flink-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "ASF GitHub Bot (Jira)" <j...@apache.org>
Subject [jira] [Updated] (FLINK-3322) MemoryManager creates too much GC pressure with iterative jobs
Date Mon, 14 Oct 2019 11:26:00 GMT

     [ https://issues.apache.org/jira/browse/FLINK-3322?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

ASF GitHub Bot updated FLINK-3322:
----------------------------------
    Labels: pull-request-available  (was: )

> MemoryManager creates too much GC pressure with iterative jobs
> --------------------------------------------------------------
>
>                 Key: FLINK-3322
>                 URL: https://issues.apache.org/jira/browse/FLINK-3322
>             Project: Flink
>          Issue Type: Bug
>          Components: Runtime / Task
>    Affects Versions: 1.0.0
>            Reporter: Gabor Gevay
>            Assignee: ramkrishna.s.vasudevan
>            Priority: Critical
>              Labels: pull-request-available
>         Attachments: FLINK-3322.docx, FLINK-3322_reusingmemoryfordrivers.docx
>
>
> When taskmanager.memory.preallocate is false (the default), released memory segments
are not added to a pool, but the GC is expected to take care of them. This puts too much pressure
on the GC with iterative jobs, where the operators reallocate all memory at every superstep.
> See the following discussion on the mailing list:
> http://apache-flink-mailing-list-archive.1008284.n3.nabble.com/Memory-manager-behavior-in-iterative-jobs-tt10066.html
> Reproducing the issue:
> https://github.com/ggevay/flink/tree/MemoryManager-crazy-gc
> The class to start is malom.Solver. If you increase the memory given to the JVM from
1 to 50 GB, performance gradually degrades by more than 10 times. (It will generate some lookuptables
to /tmp on first run for a few minutes.) (I think the slowdown might also depend somewhat
on taskmanager.memory.fraction, because more unused non-managed memory results in rarer GCs.)



--
This message was sent by Atlassian Jira
(v8.3.4#803005)

Mime
View raw message