Github user StefanRRichter commented on the issue:

    https://github.com/apache/flink/pull/3801
  
    @gyfora this is already happening in the code: the backend tracks which 
files are already transferred to hdfs, and a reference counting in the 
checkpoint coordinator (introduced in FLINK-6014) takes care of deleting 
SSTable files from the shared HDFS directory that are no longer referenced by 
any incremental checkpoint.


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