QRM cpu plugin support hint optimizer

[luomingmeng]

What type of PR is this?

Enhancements

What this PR does / why we need it:

It introduces a hint optimizer feature for the QRM CPU plugin. The addition aims to enhance the efficiency and accuracy of resource allocation.

Which issue(s) this PR fixes:

Special notes for your reviewer:

[codecov]

Codecov Report

Attention: Patch coverage is 60.10929% with 146 lines in your changes missing coverage. Please review.

Project coverage is 60.80%. Comparing base (cdf8732) to head (81a8121).
Report is 11 commits behind head on main.

Files with missing lines	Patch %	Lines
...icpolicy/hintoptimizer/serviceprofile/optimizer.go	62.64%	70 Missing and 26 partials ⚠️
...-plugins/cpu/dynamicpolicy/policy_hint_handlers.go	47.05%	15 Missing and 3 partials ⚠️
pkg/metaserver/spd/util.go	55.00%	5 Missing and 4 partials ⚠️
pkg/util/native/resources.go	65.00%	5 Missing and 2 partials ⚠️
cmd/katalyst-agent/app/options/qrm/cpu_plugin.go	69.23%	4 Missing ⚠️
pkg/agent/qrm-plugins/cpu/dynamicpolicy/policy.go	0.00%	4 Missing ⚠️
...sadvisor/plugin/qosaware/resource/helper/helper.go	0.00%	1 Missing and 3 partials ⚠️
pkg/metaserver/spd/manager.go	55.55%	2 Missing and 2 partials ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #746      +/-   ##
==========================================
+ Coverage   60.61%   60.80%   +0.19%     
==========================================
  Files         604      606       +2     
  Lines       63492    63825     +333     
==========================================
+ Hits        38485    38811     +326     
+ Misses      21154    21125      -29     
- Partials     3853     3889      +36     

Flag	Coverage Δ
unittest	60.80% <60.10%> (+0.19%)	⬆️

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