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This section covers conceptual information about which Autoscaler types are supported, as well as fundamental information about how autoscaling is configured.
Supported Autoscaler types
Knative Serving supports the implementation of Knative Pod Autoscaler (KPA) and Kubernetes’ Horizontal Pod Autoscaler (HPA). The features and limitations of each of these Autoscalers are listed below.
IMPORTANT: If you want to use Kubernetes Horizontal Pod Autoscaler (HPA), you must install it after you install Knative Serving.
Knative Pod Autoscaler (KPA)
- Part of the Knative Serving core and enabled by default once Knative Serving is installed.
- Supports scale to zero functionality.
- Does not support CPU-based autoscaling.
Horizontal Pod Autoscaler (HPA)
- Not part of the Knative Serving core, and must be enabled after Knative Serving installation.
- Does not support scale to zero functionality.
- Supports CPU-based autoscaling.
Configuring the Autoscaler implementation
The type of Autoscaler implementation (KPA or HPA) can be configured by using the
- Global settings key:
- Per-revision annotation key:
- Possible values:
apiVersion: serving.knative.dev/v1 kind: Service metadata: name: helloworld-go namespace: default spec: template: metadata: annotations: autoscaling.knative.dev/class: "kpa.autoscaling.knative.dev" spec: containers: - image: gcr.io/knative-samples/helloworld-go
apiVersion: v1 kind: ConfigMap metadata: name: config-autoscaler namespace: knative-serving data: pod-autoscaler-class: "kpa.autoscaling.knative.dev"
apiVersion: operator.knative.dev/v1alpha1 kind: KnativeServing metadata: name: knative-serving spec: config: autoscaler: pod-autoscaler-class: "kpa.autoscaling.knative.dev"
Global versus per-revision settings
Configuring for autoscaling in Knative can be set using either global or per-revision settings.
- If no per-revision autoscaling settings are specified, the global settings will be used.
- If per-revision settings are specified, these will override the global settings when both types of settings exist.
Global settings for autoscaling are configured using the
config-autoscaler ConfigMap. If you installed Knative Serving using the Operator, you can set global configuration settings in the
spec.config.autoscaler ConfigMap, located in the
KnativeServing custom resource (CR).
Example of the default autoscaling ConfigMap
apiVersion: v1 kind: ConfigMap metadata: name: config-autoscaler namespace: knative-serving data: container-concurrency-target-default: "100" container-concurrency-target-percentage: "0.7" enable-scale-to-zero: "true" max-scale-up-rate: "1000" max-scale-down-rate: "2" panic-window-percentage: "10" panic-threshold-percentage: "200" scale-to-zero-grace-period: "30s" scale-to-zero-pod-retention-period: "0s" stable-window: "60s" target-burst-capacity: "200" requests-per-second-target-default: "200"
Per-revision settings for autoscaling are configured by adding annotations to a revision.
apiVersion: serving.knative.dev/v1 kind: Service metadata: name: helloworld-go namespace: default spec: template: metadata: annotations: autoscaling.knative.dev/target: "70"
IMPORTANT: If you are creating revisions by using a service or configuration, you must set the annotations in the revision template so that any modifications will be applied to each revision as they are created. Setting annotations in the top level metadata of a single revision will not propagate the changes to other revisions and will not apply changes to the autoscaling configuration for your application.
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