Repository: kubernetes
Issue: CustomResourceDefinition Watch test is flaky when run multiple times on a same cluster
Labels: kind/bug,sig/api-machinery,kind/flake,triage/accepted

### What happened?

We run conformance test on a same cluster multiple times. The test failed initially with

```
  INFO: Unexpected error: failed to list events in namespace "crd-watch-7911": 
      <*url.Error | 0xc004873770>: 
      Get "https://<CP_IP_AND_PORT>/api/v1/namespaces/crd-watch-7911/events": dial tcp <CP_IP_AND_PORT>: connect: connection refused
      {
          Op: "Get",
          URL: "https://<CP_IP_AND_PORT>/api/v1/namespaces/crd-watch-7911/events",
          Err: <*net.OpError | 0xc0006c3220>{
              Op: "dial",
              Net: "tcp",
              Source: nil,
              Addr: <*net.TCPAddr | 0xc003832750>{
                  <redacted>
                  Zone: "",
              },
              Err: <*os.SyscallError | 0xc002a6f680>{
                  Syscall: "connect",
                  Err: <syscall.Errno>0x6f,
              },
          },
      }
  [FAILED] in [DeferCleanup (Each)] - test/e2e/framework/debug/dump.go:44 @ 02/20/24 23:38:32.653
```

Then, all the subsequent tests failed with the following error

```
  [FAILED] failed to create CustomResourceDefinition: customresourcedefinitions.apiextensions.k8s.io "noxus.mygroup.example.com" already exists
  In [It] at: test/e2e/apimachinery/crd_watch.go:71 @ 02/21/24 23:36:15.799
```

****

### What did you expect to happen?

The conformance test should withstand transient errors and crd should be cleaned up after the failed run

### How can we reproduce it (as minimally and precisely as possible)?

The same issue can be reproduced by creating the same CRD on the cluster and run the conformance test. 

(Fix can also be verified by running conformance tests at least twice after CRD creation - the first run can fail, but the second run should pass)

```
apiVersion: apiextensions.k8s.io/v1
kind: CustomResourceDefinition
metadata:
  name: noxus.mygroup.example.com
spec:
  conversion:
    strategy: None
  group: mygroup.example.com
  names:
    categories:
    - all
    kind: WishIHadChosenNoxu
    listKind: NoxuItemList
    plural: noxus
    shortNames:
    - foo
    - bar
    - abc
    - def
    singular: nonenglishnoxu
  scope: Cluster
  versions:
  - name: v1beta1
    schema:
      openAPIV3Schema:
        type: object
        x-kubernetes-preserve-unknown-fields: true
    served: true
    storage: true
```

### Anything else we need to know?

_No response_

### Kubernetes version

<details>

```console
$ kubectl version
Client Version: version.Info{Major:"1", Minor:"20", GitVersion:"v1.20.5", GitCommit:"6b1d87acf3c8253c123756b9e61dac642678305f", GitTreeState:"clean", BuildDate:"2021-03-18T01:10:43Z", GoVersion:"go1.15.8", Compiler:"gc", Platform:"linux/amd64"}
```

</details>


### Cloud provider

<details>
This is a bare metal cluster
</details>


### OS version

<details>

```console
# On Linux:
$ cat /etc/os-release
# paste output here
$ uname -a
# paste output here

# On Windows:
C:\> wmic os get Caption, Version, BuildNumber, OSArchitecture
# paste output here
```

</details>


### Install tools

<details>

</details>


### Container runtime (CRI) and version (if applicable)

<details>

</details>


### Related plugins (CNI, CSI, ...) and versions (if applicable)

<details>

</details>