Xingbo Jiang created SPARK-39062:
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             Summary: Add Standalone backend support for Stage Level Scheduling
                 Key: SPARK-39062
                 URL: https://issues.apache.org/jira/browse/SPARK-39062
             Project: Spark
          Issue Type: Improvement
          Components: Spark Core
    Affects Versions: 3.2.0, 3.3.0
            Reporter: Xingbo Jiang


We should add Standalone backend support for Stage Level Scheduling:
* The Master should be able to generate executors for multiple ResouceProfiles, 
currently it only considers available CPUs;
* The Worker need let the executor know about its ResourceProfile.



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