Kubernetes provides essential autoscaling capabilities to manage dynamic workloads, with Cluster Autoscaler (CA) and Karpenter being two prominent solutions for cluster-level scaling. CA operates through predefined node groups and integrates with various cloud providers for node management, while Karpenter dynamically
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