Unify GitHub Actions runner image to Ubuntu 24.04 #1351
Description
Describe the bug
Currently, our GitHub Actions workflows are inconsistent in the runner configuration:
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Some workflows use ubuntu-22.04
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Some use ubuntu-24.04
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Some use ubuntu-latest
This inconsistency may lead to unexpected behavior or environment differences between jobs.
Since Ubuntu 24.04 is GA, we should standardize all workflows to use ubuntu-24.04 to ensure a consistent and up-to-date build environment.
To Reproduce
Expected behavior
Screenshots
Additional context