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https://issues.apache.org/jira/browse/FLINK-33773?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Maximilian Michels updated FLINK-33773:
---------------------------------------
    Fix Version/s: kubernetes-operator-1.9.0
                       (was: kubernetes-operator-1.8.0)

> Add fairness to scaling decisions
> ---------------------------------
>
>                 Key: FLINK-33773
>                 URL: https://issues.apache.org/jira/browse/FLINK-33773
>             Project: Flink
>          Issue Type: New Feature
>          Components: Autoscaler, Deployment / Kubernetes
>            Reporter: Maximilian Michels
>            Assignee: Maximilian Michels
>            Priority: Major
>             Fix For: kubernetes-operator-1.9.0
>
>
> The current scaling logic is inherently unfair. In a scenario of heavy 
> backlog, whichever pipelines come first, they will end up taking most of the 
> resources. Some kind of fairness should be introduced, for example:
> * Cap the max number of resulting pods at a % of the cluster resources
> * Allow scale up round-robin across all pipelines



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