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NiagaraCQ: A Scalable Continuous Query System for Internet Databases

Summary: NiagaraCQ scales Internet-scale continuous queries by grouping common structures to share work and reduce I/O. It supports incremental re-grouping, a lightweight query-split approach, and uniform handling of change- and timer-based queries, with pull/push detection and caching for scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3201
Venue
SIGMOD
Year
2000
Pagerank
0.00073944756
Overall Rank
41 | 99.72%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 123 citing papers.

Rank Citing Paper Year Venue Pagerank
3,802 Time-Parameterized Queries in Spatio-Temporal Databases 2002 SIGMOD 6.7524078e-05
3,843 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 6.7071097e-05
4,012 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5338454e-05
4,014 A Web Odyssey: from Codd to XML 2001 PODS 6.5300582e-05
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
4,210 Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series 2002 SIGMOD 6.3509527e-05
4,263 The Case for Precision Sharing 2004 VLDB 6.3014952e-05
4,381 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.2323251e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,490 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.137834e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,674 Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases 2008 VLDB 6.0000019e-05
4,677 To Share or Not to Share? 2007 VLDB 5.9988869e-05
4,925 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 5.818597e-05
4,934 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.815192e-05
4,983 Maintaining Coherency of Dynamic Data in Cooperating Repositories 2002 VLDB 5.7817077e-05
5,004 Multiple Aggregations Over Data Streams 2005 SIGMOD 5.7603173e-05
5,047 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7321615e-05
5,075 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7104711e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
5,119 Sampling Algorithms in a Stream Operator 2005 SIGMOD 5.6774637e-05
5,131 One SQL to Rule Them All – an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables 2019 SIGMOD 5.6704313e-05
5,176 Mapping Maintenance for Data Integration Systems 2005 VLDB 5.6389361e-05
5,284 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 5.5834113e-05
5,357 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.5512343e-05
5,368 Symbiote - A Reconfigurable Logic Assisted Data Stream Management System (RLADSMS) 2010 SIGMOD 5.5439299e-05
5,501 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4731481e-05
5,555 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4405244e-05
5,724 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.3530186e-05
5,838 End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems 2008 VLDB 5.3076651e-05
5,935 Perturbation Analysis of Database Queries 2016 VLDB 5.2616521e-05
6,180 MonetDB/DataCell: Online Analytics in a Streaming Column-Store 2012 VLDB 5.1643914e-05
6,269 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1286118e-05
6,516 StreamWorks - A system for Dynamic Graph Search 2013 SIGMOD 5.0263759e-05
6,638 The SQL-based All-Declarative FORWARD Web Application Development Framework 2011 CIDR 4.9768002e-05
6,649 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9724735e-05
6,654 Efficient Evaluation of Queries in a Mediator for WebSources 2002 SIGMOD 4.9704407e-05
6,726 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 4.9444528e-05
6,813 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 4.9135157e-05
6,928 PLACE: A Query Processor for Handling Real-time Spatio-temporal Data Streams 2004 VLDB 4.8878659e-05
7,028 Query-Aware Partitioning for Monitoring Massive Network Data Streams 2008 SIGMOD 4.852324e-05
7,128 Scalable Social Coordination with Group Constraints using Enmeshed Queries 2013 CIDR 4.8181792e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
7,365 Sharing Work in Keyword Search over Databases 2011 SIGMOD 4.7459715e-05
7,397 Intermittent Query Processing 2019 VLDB 4.7367491e-05
7,658 Scalable Delivery of Stream Query Result 2009 VLDB 4.6817213e-05
7,699 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 4.6696504e-05
7,737 AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering 2006 VLDB 4.6592327e-05
7,739 Client Assignment in Content Dissemination Networks for Dynamic Data 2005 VLDB 4.6590215e-05
8,049 Thrifty Query Execution via Incrementability 2020 SIGMOD 4.5939412e-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
135 On Rules, Procedures, Caching And Views In Data Base Systems 1990 SIGMOD 0.0004273413
165 The Architecture Of An Active Data Base Management System* 1989 SIGMOD 0.00039577729
374 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00025325855
465 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00022461154
624 Set-Oriented Production Rules in Relational Database Systems 1990 SIGMOD 0.00018971873
825 Simultaneous Optimization and Evaluation of Multiple Dimensional Queries 1998 SIGMOD 0.00016171735
1,237 Anatomy of a Modular Multiple Query Optimizer 1988 VLDB 0.00013101766
1,287 Multiple Query Processing in Deductive Databases using Query Graphs 1986 VLDB 0.00012798692
1,889 Promises and Realities of Active Database Systems 1995 VLDB 0.00010192436
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