design would always use all the available resources in the cluster.
Please see <a href="https://flink.apache.org/2021/05/06/scaling-flink-automatically-with-reactive-mode/">this blog post</a> on
how to autoscale Flink Jobs in Reactive Mode using a Horizontal Pod Autoscaler on Kubernetes.</p>
<p>With Flink 1.18 the adaptive scheduler becomes much more powerful and more widely applicable and is on a trajectory to
becoming the default scheduler for streaming workloads on Apache Flink.</p>
<h2 id="dynamic-fine-