*   `RunConfig` now sets device_filters to restrict how workers and PS can
    communicate. This can speed up training and ensure clean shutdowns in some
    situations. But if you have jobs that require communication between workers,
    you will have to set custom session_options in your `RunConfig`.
*   Moved Distributions and Bijectors from `tf.contrib.distributions` to

Bei der Arbeit mit **Kubernetes** oder ähnlichen verteilten Containerverwaltungssystemen würde die Verwendung ihrer internen Netzwerkmechanismen es dem einzelnen **Load Balancer**, der den Haupt-**Port** überwacht, ermöglichen, Kommunikation (Requests) an möglicherweise **mehrere Container** weiterzuleiten, in denen Ihre Anwendung ausgeführt wird.

* Introduce policy to allow the HPA to consume the metrics.k8s.io and custom.metrics.k8s.io API groups. ([#52572](https://github.com/kubernetes/kubernetes/pull/52572), [@DirectXMan12](https://github.com/DirectXMan12))
* kubelet to master communication when doing node status updates now has a timeout to prevent indefinite hangs ([#52176](https://github.com/kubernetes/kubernetes/pull/52176), [@liggitt](https://github.com/liggitt))

* Fixes a panic in kube-controller-manager cleaning up bootstrap tokens ([#82887](https://github.com/kubernetes/kubernetes/pull/82887), [@tedyu](https://github.com/tedyu))
* Resolves bottleneck in internal API server communication that can cause increased goroutines and degrade API Server performance ([#80465](https://github.com/kubernetes/kubernetes/pull/80465), [@answer1991](https://github.com/answer1991))

/// info | Info

Dies ist verfügbar seit Pydantic Version 2 oder höher. 😎

///

/// tip | Tipp

Wenn Sie irgendeine Art von Validierung durchführen müssen, die eine Kommunikation mit einer **externen Komponente** erfordert, wie z. B. einer Datenbank oder einer anderen API, sollten Sie stattdessen **FastAPI-Abhängigkeiten** verwenden. Sie werden diese später kennenlernen.

* <abbr title="Mozilla Developer Network: documentation for developers, written by the Firefox people">MDN</abbr>
* <abbr title="Input/Output: disk reading or writing, network communications.">I/O</abbr>.

////

//// tab | Info

"title" attributes of "abbr" elements are translated following some specific instructions.

- Built Kubernetes with Go 1.22.4. ([#125363](https://github.com/kubernetes/kubernetes/pull/125363), [@cpanato](https://github.com/cpanato)) [SIG Architecture, Cloud Provider, Release, Storage and Testing]

Still, in both situations, chances are that **FastAPI** will [still be faster](index.md#performance){.internal-link target=_blank} than (or at least comparable to) your previous framework.

* The apiserver can now select which type of kubelet-reported address to use for apiserver->node communications, using the --kubelet-preferred-address-types flag. ([#35497](https://github.com/kubernetes/kubernetes/pull/35497), [@liggitt](https://github.com/liggitt))

     * represents is a printer.
     */
    public static final int TYPE_PRINTER = 0x20;
    /**
     * Returned by {@link #getType()} if the resource this {@code SmbFile}
     * represents is a communications device.
     */
    public static final int TYPE_COMM = 0x40;

    private String canon; // Initially null; set by getUncPath; dir must end with '/'
    private String share; // Can be null