Autoscaling

Contents

    Uses a controller to monitor ssth (CPU, memory,...) and act accordingly.

    Horizontal Pod Autoscaler (HPA)
    HPA is an algorithm based controller API resource which automatically adjusts the number of replicas in a ReplicaSet, Deployment or Replication Controller based on CPU utilization.

    Vertical Pod Autoscaler (VPA)
    VPA automatically sets Container resource requirements (CPU and memory) in a Pod and dynamically adjusts them in runtime, based on historical utilization data, current resource availability and real-time events.

    Cluster Autoscaler
    Cluster Autoscaler automatically re-sizes the Kubernetes cluster when there are insufficient resources available for new Pods expecting to be scheduled or when there are underutilized nodes in the cluster.

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