Monitoring Streams – A New Class of Data Management Applications

Summary: Proposes monitoring streams as a distinct data-management class, driven by constant multi-source inputs (sensors) rather than human events. Introduces Aurora with a stream-oriented operator set, real-time optimization, and architecture tuned for continuous, low-latency processing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9037
Venue: VLDB
Year: 2002
Pagerank: 0.0002757283
Overall Rank: 167 | 98.86%
DOI: 10.1016/B978-155860869-6/50027-5

Incoming Non-self Citations Over Time

Authors

1. Don Carney (Brown University)
2. Uğur Çetintemel (Brown University)
3. Mitch Cherniack (Brandeis University)
4. Christian Convey (Brown University)
5. Sangdon Lee (Brown University)
6. Greg Seidman (Brown University)
7. Michael Stonebraker (Massachusetts Institute of Technology)
8. Nesime Tatbul (Brown University)
9. Stan Zdonik (Brown University)

BibTeX Citation

@article{carney_vldb02,
        title = {{Monitoring Streams – A New Class of Data Management Applications}},
        author = {Carney, Don and Çetintemel, Uğur and Cherniack, Mitch and Convey, Christian and Lee, Sangdon and Seidman, Greg and Stonebraker, Michael and Tatbul, Nesime and Zdonik, Stan},
        journal = {PVLDB},
        series = {{VLDB} '02},
        doi = {10.1016/B978-155860869-6/50027-5},
        url = {https://doi.org/10.1016/B978-155860869-6/50027-5},
        year = {2002}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 65 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,147	Adaptive Execution of Variable-Accuracy Functions	2006	VLDB	5.4788421e-05
8,161	LAQy: Efficient and Reusable Query Approximations via Lazy Sampling	2023	SIGMOD	5.4752972e-05
8,324	THEMIS: Fairness in Federated Stream Processing under Overload	2016	SIGMOD	5.4539042e-05
8,542	Online Windowed Subsequence Matching over Probabilistic Sequences	2012	SIGMOD	5.4119882e-05
8,679	Efficient Scheduling of Heterogeneous Continuous Queries	2006	VLDB	5.3862828e-05
8,711	Customizable Parallel Execution of Scientific Stream Queries	2005	VLDB	5.3781587e-05
9,211	Data Stream Management for Historical XML Data	2004	SIGMOD	5.3058708e-05
12,056	Range Thresholding on Streams	2016	SIGMOD	5.093636e-05
12,416	TACO: Tunable Approximate Computation of Outliers in Wireless Sensor Networks	2010	SIGMOD	5.093636e-05
12,449	iFlow: An Approach for Fast and Reliable Internet-Scale Stream Processing Utilizing Detouring and Replication	2010	VLDB	5.093636e-05
12,712	Scalable Continuous Query Processing by Tracking Hotspots	2006	VLDB	5.093636e-05
12,719	Action-Oriented Query Processing for Pervasive Computing	2005	CIDR	5.093636e-05
12,728	Predicate Result Range Caching for Continuous Queries	2005	SIGMOD	5.093636e-05
12,736	A Native Extension of SQL for Mining Data Streams	2005	SIGMOD	5.093636e-05
12,795	Resilient Rights Protection for Sensor Streams	2004	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
9	Online Aggregation	1997	SIGMOD	0.00077458002
25	NiagaraCQ: A Scalable Continuous Query System for Internet Databases	2000	SIGMOD	0.00054667018
53	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00041071971
193	Continuously Adaptive Continuous Queries over Streams	2002	SIGMOD	0.00025964286
236	Efficient Filtering of XML Documents for Selective Dissemination of Information	2000	VLDB	0.00023721569
328	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00021081317
551	On Computing Correlated Aggregates Over Continual Data Streams	2001	SIGMOD	0.00016635191
576	Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS	1991	VLDB	0.00016238156
639	The Design and Implementation of a Sequence Database System	1996	VLDB	0.00015434427
1,763	Dynamic Pipeline Scheduling for Improving Interactive Query Performance	2001	VLDB	9.8124899e-05
2,080	View Maintenance Issues for the Chronicle Data Model (Extended Abstract)	1995	PODS	9.2052704e-05

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2	5,349	Data Stream Query Processing: A Tutorial	2003	VLDB
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5	2,447	Operator Scheduling in a Data Stream Manager	2003	VLDB
6	150	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR
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8	1,274	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD
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