Processing Continuous Join Queries in Sensor Networks: a Filtering Approach

Summary: Filtering-based processing of continuous joins in sensor networks; reduces communication by skipping nonmatching tuples. Maintains filters with optimized sizes and update policies over time, achieving near-optimal performance and beating prior joins. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: he6125900dc93a005
Venue: SIGMOD
Year: 2010
Pagerank: 4.9793485e-05
Overall Rank: 12,706 | 14.58%
DOI: 10.1145/1807167.1807198

Incoming Non-self Citations Over Time

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Authors

1. Mirco Stern (Karlsruhe Institute of Technology)
2. Klemens Böhm (Karlsruhe Institute of Technology)
3. Erik Buchmann (Karlsruhe Institute of Technology)

BibTeX Citation

@inproceedings{stern_sigmod10,
        title = {{Processing Continuous Join Queries in Sensor Networks: a Filtering Approach}},
        author = {Stern, Mirco and Böhm, Klemens and Buchmann, Erik},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807198},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807198},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
343	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00020519525
659	Adaptive Precision Setting for Cached Approximate Values	2001	SIGMOD	0.00015015728
734	Adaptive Filters for Continuous Queries over Distributed Data Streams	2003	SIGMOD	0.00014374443
798	Query Processing for Sensor Networks	2003	CIDR	0.00013915609
911	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00013115833
4,914	REED: Robust, Efficient Filtering and Event Detection in Sensor Networks	2005	VLDB	6.356071e-05
6,922	In-Network Execution of Monitoring Queries in Sensor Networks	2007	SIGMOD	5.6432616e-05
9,103	STAR: Self-Tuning Aggregation for Scalable Monitoring	2007	VLDB	5.2283159e-05

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6	10,206	Continuous Query Processing in Data Streams Using Duality of Data and Queries	2006	SIGMOD
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9	6,922	In-Network Execution of Monitoring Queries in Sensor Networks	2007	SIGMOD
10	12,756	Dynamic Join Optimization in Multi-Hop Wireless Sensor Networks	2010	VLDB