Github user sihuazhou commented on the issue:

    https://github.com/apache/flink/pull/5490
  
    Aha, I got it. But I also found the description of Memory state backend is 
wrong in these PR, the description is `The MemoryStateBackend can be configured 
to use asynchronous snapshots. While we strongly encourage the use of 
asynchronous snapshots to avoid blocking pipelines, please note that this is a 
new feature and currently not enabled by default.`, but I found `asynchronous 
snapshots` is enabled by default, it seems like out of date, could you please 
also have a look ? @StefanRRichter 


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