Github user StefanRRichter commented on the issue:

    https://github.com/apache/flink/pull/6062
  
    @sihuazhou This is exactly my plan on how introduce a "timer state" for the 
keyed state backends. In a nutshell, time timer service can just register and 
operator on those states, where the basic operations that we expose are 
somewhat along the lines of `scheduleTimer`, `stopTimer`, `peekNextTimer`, 
`pollNextTimer`. I am currently working on a small design document to outline 
this integration. For RocksDB we can implementation of the state can be loosely 
based on some of the ideas from the class `RocksDBTimerHeap` of PR #3359.


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