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https://issues.apache.org/jira/browse/YARN-8178?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Zian Chen updated YARN-8178:
Description:
We want to provide an opportunistic container-based solution to achieve more
aggressive preemption with shorter preemption monitoring interval.
Instead of allowing applications to allocate resources with a mix of guaranteed
and opportunistic containers, we allow newly submitted applications to only
contain guaranteed containers. Meanwhile, we change the preemption logic to,
instead of killing containers, demote guaranteed containers into opportunistic
ones, so that when there are new applications submitted, we can ensure that
these containers can be launched by preempting opportunistic containers.
This approach is related to YARN-1011 but achieves over-commitment in a
different way. However, we rely on opportunistic container part implemented in
YARN-1011 to make our design work well.
was:
We want to provide an opportunistic container-based solution to achieve more
aggressive preemption with shorter preemption monitoring interval.
Instead of allowing applications to allocate resources with a mix of guaranteed
and opportunistic containers, we allow newly submitted applications to only
contain guaranteed containers. Meanwhile, we change the preemption logic to,
instead of killing containers, demote guaranteed containers into opportunistic
ones, so that when there are new applications submitted, we can ensure that
these containers can be launched by preempting opportunistic containers.
This approach is related to YARN-1011 but achieves ver-commitment in a
different way, however, we rely on opportunistic container part implemented in
YARN-1011 to make our design work well.
> [Umbrella] Resource Over-commitment Based on Opportunistic Container
> Preemption
> ---
>
> Key: YARN-8178
> URL: https://issues.apache.org/jira/browse/YARN-8178
> Project: Hadoop YARN
> Issue Type: New Feature
> Components: capacity scheduler
>Reporter: Zian Chen
>Priority: Major
>
> We want to provide an opportunistic container-based solution to achieve more
> aggressive preemption with shorter preemption monitoring interval.
> Instead of allowing applications to allocate resources with a mix of
> guaranteed and opportunistic containers, we allow newly submitted
> applications to only contain guaranteed containers. Meanwhile, we change the
> preemption logic to, instead of killing containers, demote guaranteed
> containers into opportunistic ones, so that when there are new applications
> submitted, we can ensure that these containers can be launched by preempting
> opportunistic containers.
> This approach is related to YARN-1011 but achieves over-commitment in a
> different way. However, we rely on opportunistic container part implemented
> in YARN-1011 to make our design work well.
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