Github user ChengXiangLi commented on the pull request:

    https://github.com/apache/flink/pull/1161#issuecomment-161501441
  
    Hi, @StephanEwen , is there any progress of Managed Memory Allocation 
abstractions for UDF? Not only about TopK operator, i think it's also very 
important for users or DSLs to build more robust and efficient applications. 
For example, in Table API queries, as the data schema is predictable during 
each phase of processing, we does not need to create real `Row` object, just 
store the binary data in self managed memory, and use the offset to read `Row` 
fields. So all the intermediate data is store as binary on self managed memory, 
no need to create lots of `Row` object and its fields object anymore, which 
should be more robust, memory-efficient, and with better performance. 


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