Andrei Kvapil c664d4550f [platform] Autoscale the autoscaler (#1198)
## What this PR does

The Vertical Pod Autoscaler is a component with resource requirements
highly dependent on the environment it is running in, hence it also
needs to be autoscaled to reduce the number of configuration parameters
that platform admins need to manage. This patch introduces an ancillary
autoscaler that watches only the primary autoscaler's namespace and
adjusts its resource requests and limits, since the autoscaler cannot
autoscale itself. In turn, the primary autoscaler can autoscale the
ancillary autoscaler.

### Release note

```release-note
[platform] Implement autoscaling for the Vertical Pod Autoscaler itself.
```

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

* **New Features**
* Added an option to enable a dedicated Vertical Pod Autoscaler (VPA)
for managing the VPA itself, including new namespace and resource
creation when enabled.

* **Configuration**
  * Introduced a new setting to toggle the VPA-for-VPA feature.
* Updated resource configuration for the recommender component by
removing specific CPU and memory settings.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->
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Cozystack Cozystack

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Cozystack

Cozystack is a free PaaS platform and framework for building clouds.

Cozystack is a CNCF Sandbox Level Project that was originally built and sponsored by Ænix.

With Cozystack, you can transform a bunch of servers into an intelligent system with a simple REST API for spawning Kubernetes clusters, Database-as-a-Service, virtual machines, load balancers, HTTP caching services, and other services with ease.

Use Cozystack to build your own cloud or provide a cost-effective development environment.

Cozystack user interface

Use-Cases

Documentation

The documentation is located on the cozystack.io website.

Read the Getting Started section for a quick start.

If you encounter any difficulties, start with the troubleshooting guide and work your way through the process that we've outlined.

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Versioning adheres to the Semantic Versioning principles.
A full list of the available releases is available in the GitHub repository's Release section.

Contributions

Contributions are highly appreciated and very welcomed!

In case of bugs, please check if the issue has already been opened by checking the GitHub Issues section. If it isn't, you can open a new one. A detailed report will help us replicate it, assess it, and work on a fix.

You can express your intention to on the fix on your own. Commits are used to generate the changelog, and their author will be referenced in it.

If you have Feature Requests please use the Discussion's Feature Request section.

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License

Cozystack is licensed under Apache 2.0.
The code is provided as-is with no warranties.

Commercial Support

A list of companies providing commercial support for this project can be found on official site.

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