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 | 4.1905499e-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 |
|---|---|---|---|---|
| 3,755 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 6.7822789e-05 |
| 4,080 | Quantiles over Data Streams: An Experimental Study | 2013 | SIGMOD | 6.4619407e-05 |
| 6,594 | Out of Many We are One: Measuring Item Batch with Clock-Sketch | 2021 | SIGMOD | 4.9951304e-05 |
| 6,791 | On-Off Sketch: A Fast and Accurate Sketch on Persistence | 2021 | VLDB | 4.9204179e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,092 | On Dense Pattern Mining in Graph Streams [Extended Abstract] | 2010 | VLDB | 6.4525563e-05 |
| 5,017 | Event Pattern Matching over Graph Streams | 2015 | VLDB | 5.7505967e-05 |
| 3,863 | Fast Data Stream Algorithms using Associative Memories | 2007 | SIGMOD | 6.6838674e-05 |
| 4,912 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 5.8342232e-05 |
| 6,148 | Recognizing Patterns in Streams with Imprecise Timestamps | 2010 | VLDB | 5.1838459e-05 |
| 11,841 | Streaming Algorithms for Robust Distinct Elements | 2016 | SIGMOD | 4.1905499e-05 |
| 6,532 | Effective Variation Management for Pseudo Periodical Streams | 2007 | SIGMOD | 5.0195121e-05 |
| 3,755 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 6.7822789e-05 |
| 8,592 | Stream Frequency over Interval Queries | 2019 | VLDB | 4.4848323e-05 |
| 10,397 | Pandora: An Efficient and Rapid Solution for Persistence-Based Tasks in High-Speed Data Streams | 2025 | SIGMOD | 4.1905499e-05 |