Enhancing Accuracy for Super Spreader Identification in High-Speed Data Streams
Summary: Sketch pairs a non-duplicate sampler with exponential-weakening decay to enable accurate post-sampling distinct-counts using only counters for super-spreader detection in high-speed streams. Theoretically analyzed and trace-validated; yields higher detection accuracy, faster restoration, and ~10x lower remote-restoration bandwidth than prior sketches. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Haibo Wang
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 109 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00048186983 |
| 166 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00039361552 |
| 1,470 | Processing a Trillion Cells per Mouse Click | 2012 | VLDB | 0.00011833779 |
| 1,584 | Augmented Sketch: Faster and More Accurate Stream Processing | 2016 | SIGMOD | 0.00011255801 |
| 1,941 | Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing | 2018 | SIGMOD | 0.00010017745 |
| 2,055 | Web Caching for Database Applications with Oracle Web Cache | 2002 | SIGMOD | 9.6675291e-05 |
| 4,905 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 5.8398332e-05 |
| 6,095 | QRelX: Generating Meaningful Queries that Provide Cardinality Assurance | 2010 | SIGMOD | 5.2128855e-05 |
| 8,380 | Single Update Sketch with Variable Counter Structure | 2023 | VLDB | 4.5310997e-05 |
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