* The `autoscaling/v2alpha1` API is now at `autoscaling/v2beta1`. However, the form of the API remains unchanged. Migrate the `HorizontalPodAutoscaler` resources to `autoscaling/v2beta1` to persist the `HorizontalPodAutoscaler` changes introduced in `autoscaling/v2alpha1`. The Horizontal Pod Autoscaler changes include support for status conditions, and autoscaling on memory and custom metrics.

      - [Admission plugin](#admission-plugin)
      - [API Machinery](#api-machinery-1)
      - [Application autoscaling](#application-autoscaling-1)
      - [Application Deployment](#application-deployment-1)
      - [Cluster Autoscaling](#cluster-autoscaling)
      - [Cloud Provider Enhancement](#cloud-provider-enhancement)
      - [Cluster Provisioning](#cluster-provisioning)

- Added a mechanism for configurable container restarts: _container-level restart rules_. This was an alpha feature behind the `ContainerRestartRules` feature gate. ([#132642](https://github.com/kubernetes/ku...

- Kube-apiserver: multiple comma-separated protocols in a single X-Stream-Protocol-Version header are now recognized, in addition to multiple headers, complying with RFC2616 ([#89857](https://github.com/kubernetes/kubernetes/pull/89857),...

- Upgraded the `kubectl autoscale` subcommand to use `autoscaling/v2` rather than `autoscaling/v1` APIs. 
The command now attempts to use the `autoscaling/v2` API first. If the `autoscaling/v2` API is 
unavailable or an error occurs, it falls back to the `autoscaling/v1` API. ([#128950](https://github.com/kubernetes/kubernetes/pull/128950), [@googs1025](https://github.com/googs1025)) [SIG Autoscaling and CLI]

    - [RBAC](#rbac)
    - [Scheduling](#scheduling)
    - [Service](#service)
    - [StatefulSet](#statefulset)
    - [Volumes](#volumes)
  - [Notable Features](#notable-features)
    - [Autoscaling](#autoscaling)
    - [DaemonSet](#daemonset)
    - [Deployment](#deployment-1)
    - [Federation](#federation-1)
    - [Internal Storage Layer](#internal-storage-layer-1)
    - [kubeadm](#kubeadm)

### SIG-autoscaling

SIG Autoscaling focused on improving the Horizontal Pod Autoscaling API and algorithm:
- We released autoscaling/v2beta2, which cleans up and unifies the API
- We improved readiness detection and smoothing to work well in a larger variety or use cases

### SIG-Azure

  - `metric_computation_total`: Number of metric computations. ([#116326](https://github.com/kubernetes/kubernetes/pull/116326), [@sanposhiho](https://github.com/sanposhiho)) [SIG Apps, Autoscaling and Instrumentation]

### HorizontalPodAutoscaler v2 graduates to GA

Version 2 of the HorizontalPodAutoscaler API graduates to stable in the 1.23 release. The HorizontalPodAutoscaler `autoscaling/v2beta2` API is deprecated in favor of the new `autoscaling/v2` API, which the Kubernetes project recommends for all use cases.

This release does *not* deprecate the v1 HorizontalPodAutoscaler API.

- Added Windows support for InPlace Pod Vertical Scaling feature. ([#112599](https://github.com/kubernetes/kubernetes/pull/112599), [@fabi200123](https://github.com/fabi200123)) [SIG Autoscaling, Node, Scalability, Scheduling and Windows]