Pontus: Finding Waves in Data Streams
Summary: Defines waves as deviations in arrival rate; Pontus uses a data-plane preprocessor and a lean control-plane detector. Proposes Multi-Stage Progressive Tracking with Stage Variance Maximization; provable error bounds; P4 implementation yields 842× throughput. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhengxin Zhang
- 2. Qing Li
- 3. Guanglin Duan
- 4. Dan Zhao
- 5. Jingyu Xiao
- 6. Guorui Xie
- 7. Yong Jiang
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,034 | SieveSketch: A Fine-grained and Adaptive Sketch Framework for Accurate Frequency Estimation | 2026 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 3,751 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 6.7888099e-05 |
| 4,076 | Quantiles over Data Streams: An Experimental Study | 2013 | SIGMOD | 6.4680854e-05 |
| 6,593 | Out of Many We are One: Measuring Item Batch with Clock-Sketch | 2021 | SIGMOD | 4.9999287e-05 |
| 6,790 | On-Off Sketch: A Fast and Accurate Sketch on Persistence | 2021 | VLDB | 4.9251439e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,089 | On Dense Pattern Mining in Graph Streams [Extended Abstract] | 2010 | VLDB | 6.4587806e-05 |
| 5,031 | Event Pattern Matching over Graph Streams | 2015 | VLDB | 5.7499783e-05 |
| 3,860 | Fast Data Stream Algorithms using Associative Memories | 2007 | SIGMOD | 6.6902516e-05 |
| 4,905 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 5.8398332e-05 |
| 6,144 | Recognizing Patterns in Streams with Imprecise Timestamps | 2010 | VLDB | 5.1889367e-05 |
| 11,833 | Streaming Algorithms for Robust Distinct Elements | 2016 | SIGMOD | 4.1945683e-05 |
| 6,535 | Effective Variation Management for Pseudo Periodical Streams | 2007 | SIGMOD | 5.0243433e-05 |
| 3,751 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 6.7888099e-05 |
| 8,594 | Stream Frequency over Interval Queries | 2019 | VLDB | 4.4891331e-05 |
| 10,386 | Pandora: An Efficient and Rapid Solution for Persistence-Based Tasks in High-Speed Data Streams | 2025 | SIGMOD | 4.1945683e-05 |