davedwwang opened a new issue, #4086:
URL: https://github.com/apache/amoro/issues/4086

   ### Description
   
   Add OptimizerGroupKeeper to automatically maintain optimizer resources based 
on min-parallelism configuration
   
   ### Use case/motivation
   
   Currently, when users configure optimizer resources through the dashboard, 
there is no automatic mechanism to ensure the resource group always meets the 
minimum parallelism requirement. Users must manually monitor and create 
optimizers when resources fall below the expected level, which is inconvenient 
for production environments where automatic resource management is expected.
   
   ### Describe the solution
   
   Introduce OptimizerGroupKeeper, a background thread within 
DefaultOptimizingService that continuously monitors and automatically maintains 
optimizer resources for each resource group based on the min-parallelism 
configuration.
   
   ### Subtasks
   
   _No response_
   
   ### Related issues
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [x] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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