Scalable Continuous Query Processing by Tracking Hotspots
Summary: Scalable framework groups continuous queries by overlapping predicates and maintains a dynamic hotspot-based partition with near-log amortized updates. Hotspot-focused processing of heavy select-join and band-join workloads yields orders-of-magnitude throughput gains and enables linear-time interval histograms. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Pankaj K. Agarwal
- 2. Junyi Xie
- 3. Jun Yang
- 4. Hai Yu
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,838 | End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems | 2008 | VLDB | 5.3076651e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 41 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00073944756 |
| 116 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00046191288 |
| 151 | An Evaluation of Non-Equijoin Algorithms | 1991 | VLDB | 0.00041010211 |
| 204 | Monitoring Streams – A New Class of Data Management Applications | 2002 | VLDB | 0.00034696955 |
| 244 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00031037999 |
| 326 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.0002737538 |
| 4,018 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 6.5250686e-05 |
| 6,741 | AGILE: Adaptive Indexing for Context-Aware Information Filters | 2005 | SIGMOD | 4.9395718e-05 |
| 7,781 | WebFilter: A High-throughput XML-based Publish and Subscribe System | 2001 | VLDB | 4.6480919e-05 |
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