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: 8846
Venue: VLDB
Year: 2002
Pagerank: 0.00034731577
Overall Rank: 205 | 98.58%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 65 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,859	Safety Guarantee of Continuous Join Queries over Punctuated Data Streams	2006	VLDB	4.6341054e-05
8,306	Online Windowed Subsequence Matching over Probabilistic Sequences	2012	SIGMOD	4.5435639e-05
8,337	THEMIS: Fairness in Federated Stream Processing under Overload	2016	SIGMOD	4.5434623e-05
8,393	LAQy: Efficient and Reusable Query Approximations via Lazy Sampling	2023	SIGMOD	4.5280102e-05
8,498	Customizable Parallel Execution of Scientific Stream Queries	2005	VLDB	4.4981372e-05
8,682	Efficient Scheduling of Heterogeneous Continuous Queries	2006	VLDB	4.4687791e-05
9,063	Data Stream Management for Historical XML Data	2004	SIGMOD	4.4039656e-05
11,855	Range Thresholding on Streams	2016	SIGMOD	4.1945683e-05
12,221	TACO: Tunable Approximate Computation of Outliers in Wireless Sensor Networks	2010	SIGMOD	4.1945683e-05
12,254	iFlow: An Approach for Fast and Reliable Internet-Scale Stream Processing Utilizing Detouring and Replication	2010	VLDB	4.1945683e-05
12,519	Scalable Continuous Query Processing by Tracking Hotspots	2006	VLDB	4.1945683e-05
12,526	Action-Oriented Query Processing for Pervasive Computing	2005	CIDR	4.1945683e-05
12,535	Predicate Result Range Caching for Continuous Queries	2005	SIGMOD	4.1945683e-05
12,543	A Native Extension of SQL for Mining Data Streams	2005	SIGMOD	4.1945683e-05
12,602	Resilient Rights Protection for Sensor Streams	2004	VLDB	4.1945683e-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
14	Online Aggregation	1997	SIGMOD	0.0010801504
41	NiagaraCQ: A Scalable Continuous Query System for Internet Databases	2000	SIGMOD	0.00073964959
115	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00046221215
226	Efficient Filtering of XML Documents for Selective Dissemination of Information	2000	VLDB	0.00032431532
244	Continuously Adaptive Continuous Queries over Streams	2002	SIGMOD	0.00031066222
394	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00024460855
462	Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS	1991	VLDB	0.00022481092
619	On Computing Correlated Aggregates Over Continual Data Streams	2001	SIGMOD	0.00019066583
666	The Design and Implementation of a Sequence Database System	1996	VLDB	0.00018449748
1,393	View Maintenance Issues for the Chronicle Data Model (Extended Abstract)	1995	PODS	0.00012223764
1,912	Dynamic Pipeline Scheduling for Improving Interactive Query Performance	2001	VLDB	0.00010118187

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
600	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.0001938744
5,038	Data Stream Query Processing: A Tutorial	2003	VLDB	5.7432219e-05
3,249	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3249002e-05
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035738595
2,407	Operator Scheduling in a Data Stream Manager*	2003	VLDB	8.8804679e-05
194	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00035426067
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
1,222	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD	0.00013213129
13,767	Data Streams: Fresh Current or Stagnant Backwater? (Panel)	2002	SIGMOD	-
1,340	Scalable Distributed Stream Processing	2003	CIDR	0.00012489223