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
No non-self incoming citations found for this paper in this database.
Authors
- 1. Pankaj K. Agarwal (Duke University)
- 2. Junyi Xie (Duke University)
- 3. Jun Yang (Duke University)
- 4. Hai Yu (Duke University)
BibTeX Citation
@article{agarwal_vldb06,
title = {{Scalable Continuous Query Processing by Tracking Hotspots}},
author = {Agarwal, Pankaj K. and Xie, Junyi and Yang, Jun and Yu, Hai},
journal = {PVLDB},
series = {{VLDB} '06},
pages = {31--42},
doi = {10.14778/1164135.1164139},
url = {https://doi.org/10.14778/1164135.1164139},
year = {2006}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,006 | End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems | 2008 | VLDB | 6.0119118e-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 |
|---|---|---|---|---|
| 25 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00054667018 |
| 53 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00041071971 |
| 167 | Monitoring Streams – A New Class of Data Management Applications | 2002 | VLDB | 0.0002757283 |
| 193 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00025964286 |
| 210 | An Evaluation of Non-Equijoin Algorithms | 1991 | VLDB | 0.00024797689 |
| 267 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.00022798161 |
| 3,575 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 7.2946291e-05 |
| 6,647 | AGILE: Adaptive Indexing for Context-Aware Information Filters | 2005 | SIGMOD | 5.8147547e-05 |
| 7,778 | WebFilter: A High-throughput XML-based Publish and Subscribe System | 2001 | VLDB | 5.5460387e-05 |
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