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Move k8s ephemeral test cluster to AKS instances with NVIDIA T4 #545

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(Continuation of #533) Once the quota increase request is approved, we should use Standard_NC4as_T4_v3 instead of Standard_NC6 to run the tests:

--node-vm-size=Standard_NC6 \

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cloud-k8sKubernetesresource-taskiterative_task TF resourcetechnical-debtRefactoring, linting & tidyingtestingUnit tests & debugging

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