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https://issues.apache.org/jira/browse/YUNIKORN-2212?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wilfred Spiegelenburg resolved YUNIKORN-2212.
---------------------------------------------
    Fix Version/s: 1.5.0
       Resolution: Fixed

change committed, auto scaling should be less overhead and a little more 
conservative now.

> Don't collect requests that hasn't been scheduled yet or already triggered 
> scale up
> -----------------------------------------------------------------------------------
>
>                 Key: YUNIKORN-2212
>                 URL: https://issues.apache.org/jira/browse/YUNIKORN-2212
>             Project: Apache YuniKorn
>          Issue Type: Sub-task
>          Components: core - scheduler
>            Reporter: Peter Bacsko
>            Assignee: Peter Bacsko
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: 1.5.0
>
>         Attachments: outstandingRequests-1.png
>
>
> In every second, we collect "outstanding requests", ie those which cannot be 
> scheduled.
> Problem is, the scheduling cycle might not even tried to schedule those pods. 
> If that's the case, we mistakenly set them to "Unschedulable", which can 
> trigger autoscaling if the cluster autoscaler happens to run at the beginning 
> of the next scan interval.
> Another thing to consider is when we need to mark them as Unschedulable. Eg. 
> tryPreemption() succeeded, do we still need new nodes? This can addressed in 
> a separate JIRA.
> This issue also shows up during performance testing. Since we submit a lot of 
> pods to Yunikorn, {{Scheduler.inspectOutstandingRequests()}} finds&collects 
> them and subsequently generates a lot of API server updates. This is a 
> special edge case, but on busy clusters, something similar can happen.
> *Ticket scope:*
> - Mark asks if they have been attempted to be scheduled. Collect those which 
> are marked.
> - Mark asks as soon as they've been updated to Unschedulable. Next time, 
> don't collect these. Headrooms should still be calculated.



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