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SieveSketch: A Fine-grained and Adaptive Sketch Framework for Accurate Frequency Estimation

Summary: SieveSketch: adaptive sketch for accurate frequency estimation in data streams; scalable, few-bit counters capture massive cold items. Frequency-based counting with an error bound yields up to 222× lower error than prior methods, verified on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7339
Venue
SIGMOD
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,034 | 30.20%
DOI
10.1145/3749182

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