ES already doing aggregations on each node. it is not like it is shipping row level query data back to master for aggregation. In fact, one unpleasant effect of it is that aggregation results are not guaranteed to be precise due to distributed nature of the aggregation for multibucket aggs ordered by count such as terms
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