Workaround GitHub Actions time limit

[PragmaTwice]

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• [X] I had searched in the issues and found no similar issues.

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Currently our nightly docker release CI has failed frequently due to reaching to Actions time limit (6 hours).

We need to figure out a workaround to make the CI always success.

Minimal reproduce step

What did you expect to see?

What did you see instead?

Anything Else?

No response

Are you willing to submit a PR?

• [ ] I'm willing to submit a PR!

[tisonkun]

Ref - https://cwiki.apache.org/confluence/display/INFRA/ASF+Infra+provided+self-hosted+runners