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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
3200
Venue
SIGMOD
Year
2000
Pagerank
0.00073964959
Overall Rank
41 | 99.72%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 23 of 123 citing papers.

Rank Citing Paper Year Venue Pagerank
8,492 Value-Based Notification Conditions in Large-Scale Publish/Subscribe Systems 2007 VLDB 4.4991917e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4937074e-05
8,561 StreamGlobe: Processing and Sharing Data Streams in Grid-Based P2P Infrastructures 2005 VLDB 4.4937074e-05
8,662 Delay Aware Querying with Seaweed 2006 VLDB 4.4722862e-05
8,795 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 4.4499973e-05
8,826 Delta: Scalable Data Dissemination under Capacity Constraints 2014 VLDB 4.441364e-05
9,073 CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness 2020 VLDB 4.4023079e-05
9,187 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3780059e-05
9,238 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 4.3690661e-05
9,496 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 4.3341665e-05
9,803 Railgun: managing large streaming windows under MAD requirements 2021 VLDB 4.2807806e-05
9,864 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 4.2675822e-05
9,910 A BAD Demonstration: Towards Big Active Data 2017 VLDB 4.2576157e-05
11,361 Approximate Range Thresholding 2022 SIGMOD 4.1945683e-05
11,855 Range Thresholding on Streams 2016 SIGMOD 4.1945683e-05
12,047 Execution and Optimization of Continuous Queries with Cyclops 2013 SIGMOD 4.1945683e-05
12,494 Quality-Aware Distributed Data Delivery for Continuous Query Services 2006 SIGMOD 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
12,543 A Native Extension of SQL for Mining Data Streams 2005 SIGMOD 4.1945683e-05
12,604 Answering XPath Queries over Networks by Sending Minimal Views 2004 VLDB 4.1945683e-05
12,610 AIMS: An Immersidata Management System 2003 CIDR 4.1945683e-05
12,675 HyperQueries: Dynamic Distributed Query Processing on the Internet 2001 VLDB 4.1945683e-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
133 On Rules, Procedures, Caching And Views In Data Base Systems 1990 SIGMOD 0.00042757638
164 The Architecture Of An Active Data Base Management System* 1989 SIGMOD 0.00039519398
373 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00025341527
462 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00022481092
633 Set-Oriented Production Rules in Relational Database Systems 1990 SIGMOD 0.00018905148
829 Simultaneous Optimization and Evaluation of Multiple Dimensional Queries 1998 SIGMOD 0.0001618536
1,237 Anatomy of a Modular Multiple Query Optimizer 1988 VLDB 0.00013115863
1,291 Multiple Query Processing in Deductive Databases using Query Graphs 1986 VLDB 0.00012794369
1,890 Promises and Realities of Active Database Systems 1995 VLDB 0.00010199924
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