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You only need to setup Kubernetes Cluster Autoscaler and it will use EC2 Auto Scaling feature to launch additional instances and join them into the cluster. You don't have to configure both separately. EC2 Auto Scaling alone would not suffice at it won't have the visibility into what's happening with pods within the cluster.
I would advice to explore Karpenter as it's a more comprehensive way of scaling K8S cluster, here is a link to the blog which goes into details - https://aws.amazon.com/blogs/aws/introducing-karpenter-an-open-source-high-performance-kubernetes-cluster-autoscaler/
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Thank you, this is the answer I was looking for.