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 |
|---|---|---|---|---|
| 6,148 | End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems | 2008 | VLDB | 5.855829e-05 |
Previous
Page 1 / 1
Next
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 | 0.00053734242 |
| 53 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00040739114 |
| 173 | Monitoring Streams – A New Class of Data Management Applications | 2002 | VLDB | 0.0002691472 |
| 201 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00025363666 |
| 220 | An Evaluation of Non-Equijoin Algorithms | 1991 | VLDB | 0.00024275691 |
| 277 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.0002235043 |
| 3,653 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 7.1149642e-05 |
| 6,798 | AGILE: Adaptive Indexing for Context-Aware Information Filters | 2005 | SIGMOD | 5.6629605e-05 |
| 7,961 | WebFilter: A High-throughput XML-based Publish and Subscribe System | 2001 | VLDB | 5.4013144e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,290 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB |
| 2 | 7,373 | A Scalable and Generic Approach to Range Joins | 2022 | VLDB |
| 3 | 4,842 | Continuous Cloud-Scale Query Optimization and Processing | 2013 | VLDB |
| 4 | 2,495 | Processing a Large Number of Continuous Preference Top-k Queries | 2012 | SIGMOD |
| 5 | 4,506 | Optimization of Continuous Queries with Shared Expensive Filters | 2007 | PODS |
| 6 | 9,859 | Hierarchically Organized Skew-Tolerant Histograms for Geographic Data Objects | 2010 | SIGMOD |
| 7 | 7,485 | Update-Pattern-Aware Modeling and Processing of Continuous Queries | 2005 | SIGMOD |
| 8 | 7,886 | Optimizing Probabilistic Query Processing on Continuous Uncertain Data | 2011 | VLDB |
| 9 | 1,447 | Continuous Monitoring of Top-k Queries over Sliding Windows | 2006 | SIGMOD |
| 10 | 2,762 | Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams | 2003 | VLDB |