Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements

Ankush Mandal, He Jiang, Anshumali Shrivastava, Vivek Sarkar

Feb-14-2026, 14:42:33 GMT–Neural Information Processing Systems

Thus, each node would need tocommunicateO(n)sizedhistograms, whichcanleadtoasignificant communication bottleneck.

algorithm, frequent item, topkapi, (16 more...)

Neural Information Processing Systems

Feb-14-2026, 14:42:33 GMT

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Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements
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