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Hello,
Each Amazon EKS cluster control plane is single-tenant and unique, and runs on its own set of Amazon EC2 instances. So even in the same VPC/Customer Account each cluster will get it's own control plane.
This is outline in the documentation here... https://docs.aws.amazon.com/eks/latest/userguide/clusters.html
Hope that helps!
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Each EKS cluster that you create will have its own unique control plane setup regardless of whether they are running on same VPC or different VPCs.
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So, then: its NOT possible to have multiple clusters on the same Control Plane?
From a EKS managed service standpoint, no. Each cluster will be a separate, dedicated control plane. Depending on your use case & needs there are third-party solutions that run on EKS that provide virtual clusters within a single EKS cluster.