yahoNanJing opened a new issue, #101:
URL: https://github.com/apache/arrow-ballista/issues/101

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   <!-- A clear and concise description of what the problem is. Ex. I'm always 
frustrated when [...] 
   (This section helps Arrow developers understand the context and *why* for 
this feature, in addition to  the *what*) -->
   
   Currently we leverage read write lock for the in-memory states in scheduler 
in global level, which is too coarse. When tens of thousands of states need to 
be updated, it will downgrade the whole system performance because of the write 
lock.
   
   **Describe the solution you'd like**
   <!-- A clear and concise description of what you want to happen. -->
   
   Therefore, we propose to introduce Atomic for the states to change the write 
lock to the read lock.
   
   **Describe alternatives you've considered**
   <!-- A clear and concise description of any alternative solutions or 
features you've considered. -->
   
   **Additional context**
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