fix: [Cheryy-Pick] evict paramtable cache failed

[aoiasd]

relate: #33461
pr: #34771

[mergify]

@aoiasd E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 69.08%. Comparing base (c06a0eb) to head (f5ecbff).
Report is 5 commits behind head on 2.4.

Additional details and impacted files

@@            Coverage Diff             @@
##              2.4   #34772      +/-   ##
==========================================
- Coverage   78.14%   69.08%   -9.06%     
==========================================
  Files        1051     1051              
  Lines      136403   136395       -8     
==========================================
- Hits       106594    94232   -12362     
- Misses      25422    37756   +12334     
- Partials     4387     4407      +20     

Files	Coverage Δ
pkg/config/manager.go	66.79% <100.00%> (+0.26%)	⬆️

... and 232 files with indirect coverage changes

[congqixia]

/lgtm

[sre-ci-robot]

[APPROVALNOTIFIER] This PR is APPROVED

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