jhorstmann commented on issue #1570:
URL: 
https://github.com/apache/arrow-datafusion/issues/1570#issuecomment-1018351513


   For hash aggregation I quite like the implementation described in 
https://dl.acm.org/doi/pdf/10.1145/2588555.2610507 (4.4). The algorithm there 
optimizes for cache locality by pre-aggregating into fixed-size thread-local 
hash tables and then overflowing into main memory partitions, but I think it 
should be easy to extend with also flushing these partitions to disk if they 
get too large.
   


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