Maximilian Michels created FLINK-33771:
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             Summary: Add cluster capacity awareness to Autoscaler
                 Key: FLINK-33771
                 URL: https://issues.apache.org/jira/browse/FLINK-33771
             Project: Flink
          Issue Type: New Feature
          Components: Autoscaler, Kubernetes Operator
            Reporter: Maximilian Michels
            Assignee: Maximilian Michels
             Fix For: kubernetes-operator-1.8.0


To avoid starvation of pipelines when the Kubernetes cluster runs out of 
resources, new scaling attempts should be stopped. 

The Rescaling API will probably prevent most of this cases but we will also 
have to double-check there. 

For the config-based parallelism overrides, we have pretty good heuristics in 
the operator to check in Kubernetes for the approximate number of free cluster 
resources and the required scaling costs.



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