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TreeRedux: Separating Concerns in Spark's Distributed Tree Aggregation
By default, Apache Spark's tree aggregation primitives place the tree root on the driver, requiring the driver to participate in the same aggregation computation over intermediate aggregation state as executor nodes. For large aggregates, this can expose the single coordinator to substantial computa
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