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 |
|---|---|---|---|---|
| 51 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00043359268 |
| 119 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00032265625 |
| 1,219 | Processing a Trillion Cells per Mouse Click | 2012 | VLDB | 0.00011705588 |
| 1,320 | Augmented Sketch: Faster and More Accurate Stream Processing | 2016 | SIGMOD | 0.00011277617 |
| 1,886 | Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing | 2018 | SIGMOD | 9.6345906e-05 |
| 2,508 | Web Caching for Database Applications with Oracle Web Cache | 2002 | SIGMOD | 8.5594612e-05 |
| 5,320 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 6.3363428e-05 |
| 5,825 | QRelX: Generating Meaningful Queries that Provide Cardinality Assurance | 2010 | SIGMOD | 6.1352243e-05 |
| 8,276 | Single Update Sketch with Variable Counter Structure | 2023 | VLDB | 5.5173597e-05 |
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