Search Results for author: Ankush Mandal

Found 1 papers, 1 papers with code

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

1 code implementation NeurIPS 2018 Ankush Mandal, He Jiang, Anshumali Shrivastava, Vivek Sarkar

In particular, for identifying top-K frequent items, Count-Min Sketch (CMS) has fantastic update time but lack the important property of reducibility which is needed for exploiting available massive data parallelism.

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