Github user jerryshao commented on the issue:

    https://github.com/apache/spark/pull/15134
  
    Well, I understand your meaning, I'm guessing most of the users they're 
using SparkSubmit or SparkLaunch to start application and in that case app name 
should be well figured out even if not set by user. Also using UUID is not so 
intuitive, maybe the name could be start with "spark-" prefix. 


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