Single Update Sketch with Variable Counter Structure
Summary: SSVS: a single-update sketch with a variable-counter structure for line-rate per-flow size measurement on constrained on-chip memory, integrating properties of multi-update and single-update sketches. Delivers multi-update-class accuracy at several-times higher throughput and several-times lower error than prior single-update sketches while keeping minimal processing overhead. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dimitrios Melissourgos (Grand Valley State University)
- 2. Haibo Wang (University of Kentucky)
- 3. Shigang Chen (University of Florida)
- 4. Chaoyi Ma (University of Florida)
- 5. Shiping Chen (University of Shanghai for Science and Technology)
BibTeX Citation
@article{melissourgos_vldb23,
title = {{Single Update Sketch with Variable Counter Structure}},
author = {Melissourgos, Dimitrios and Wang, Haibo and Chen, Shigang and Ma, Chaoyi and Chen, Shiping},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {13},
pages = {4296--4309},
doi = {10.14778/3625054.3625065},
url = {https://doi.org/10.14778/3625054.3625065},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,329 | SieveSketch: A Fine-grained and Adaptive Sketch Framework for Accurate Frequency Estimation | 2026 | SIGMOD | 5.093636e-05 |
| 11,196 | A Universal Sketch for Estimating Heavy Hitters and Per-Element Frequency Moments in Data Streams with Bounded Deletions | 2024 | SIGMOD | 5.093636e-05 |
| 11,263 | Enhancing Accuracy for Super Spreader Identification in High-Speed Data Streams | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,905 | Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing | 2018 | SIGMOD | 9.5034849e-05 |
| 3,898 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 7.0367583e-05 |
| 4,863 | Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams | 2017 | VLDB | 6.4740702e-05 |
| 5,385 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 6.2369655e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
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| 2 | 7,498 | Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation | 2022 | VLDB |
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| 4 | 10,813 | RGS-Sketch: An Accurate, Invertible, and Mergeable Sketch for Online Super Spreader Detection in High-speed Data Streams | 2025 | VLDB |
| 5 | 4,863 | Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams | 2017 | VLDB |
| 6 | 1,294 | Augmented Sketch: Faster and More Accurate Stream Processing | 2016 | SIGMOD |
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| 10 | 8,851 | Memory-Efficient and Flexible Detection of Heavy Hitters in High-Speed Networks | 2023 | SIGMOD |