Github user ConeyLiu commented on the issue:

    https://github.com/apache/spark/pull/19135
  
    Hi @cloud-fan , @jiangxb1987 . The follow is the test result, I have 
modified the test to server.
    2 cores with 150GB memory:
    
    | ------| ------ | ------ |
    | before | after | proportion|
    | 135881| 135183|  |
    | 139352| 135652|  |
    | 138356| 136431|  |
    | 137041| 137980|  |
    | 137191| 139708|  |
    | 137564.2 | 136990.8 | 1.004186 | 
    
    20 cores with 150GB memory:
    
    | ------| ------ | ------ |
    | before | after | proportion|
    | 27519| 27683|  |
    | 27319| 28055|  |
    | 25905| 27357|  |
    | 26362| 28709|  |
    | 25042| 29306|  |
    | 26429.4| 28222| 0.936482| 
    
    50 cores with 150GB memory
    
    | ------| ------ | ------ |
    | before | after | proportion|
    | 29740| 30570|  |
    | 28573| 29881|  |
    | 28922| 30221|  |
    | 29809| 30096|  |
    | 29069| 30349|  |
    | 29222.6| 30223.4| 0.966887| 


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