Reactive mode doesn't support standby taskmanagers. As you said it always uses all available resources in the cluster.

I can see it being useful though to not always scale to MAX but (MAX - some_offset).

I'd suggest to file a ticket.

On 26/04/2023 00:17, Wei Hou via user wrote:
Hi Flink community,

We are trying to use Flink’s reactive mode with Kubernetes HPA for autoscaling, 
however since the reactive mode will always use all available resources, it 
causes a problem when we need standby task managers for fast failure recover: 
The job will always use these extra standby task managers as active task 
manager to process data.

I wonder if you have any suggestion on this, should we avoid using Flink 
reactive mode together with standby task managers?

Best,
Wei



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