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[SPARK-51828] Update
### What changes were proposed in this pull request?
This PR aims to update `YuniKorn` docs with v1.6.2.
### Why are the changes needed?
Apache YuniKorn v1.6.2 was released on 2025-03-18 with 7 [JIRAs](https://yunikorn.apache.org/release-announce/1.6.2) issues. All users of 1.6.0 and 1.6.1 are urged to upgrade.
- https://yunikorn.apache.org/release-announce/1.6.2/
### Does this PR introduce _any_ user-facing change?
No, this is a documentation update.
### How was this patch tested?
Manual review.
### Was this patch authored or co-authored using generative AI tooling?
No.
Closes apache#173 from dongjoon-hyun/SPARK-51828.
Authored-by: Dongjoon Hyun <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>README.md with YuniKorn 1.6.21 parent 885d372 commit 4ed216f
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