[SPARK-45527][SPARK-47185][SS][TESTS][FOLLOW-UP] Increase timeout more, and reduce the resource usage #45297
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What changes were proposed in this pull request?
This PR is a followup of #45272, #45268, #45264 and #45283 that increase timeout more and decrease the resource needed during the CI.
Why are the changes needed?
To make the scheduled build pass https://github.com/apache/spark/actions/runs/8054862135/job/22053180441.
At least as far as I can tell, those changes are effective (makes tests less flaky and less fail).
Does this PR introduce any user-facing change?
No, test-only.
How was this patch tested?
I manually ran then via IDE.
Was this patch authored or co-authored using generative AI tooling?
No.