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Continuously Adaptive Continuous Queries over Streams

Summary: CACQ on the eddy framework adapts continuously, enabling cross-query sharing of operators and join state at fine granularity. It adds a grouped-filter index and relaxes strict relational-algebra sharing to boost CQ performance versus prior approaches. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3338
Venue
SIGMOD
Year
2002
Pagerank
0.00031037999
Overall Rank
244 | 98.31%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 68 citing papers.

Rank Citing Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
515 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00021209491
743 Distributed Top-K Monitoring 2003 SIGMOD 0.00017318557
903 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00015449454
984 Streaming Queries over Streaming Data 2002 VLDB 0.00014840586
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
1,041 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014470785
1,123 A Transducer-Based XML Query Processor 2002 VLDB 0.00013836955
1,136 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00013745517
1,233 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.0001312635
1,417 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012084678
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,557 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011381807
1,712 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010786152
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
2,514 Query Processing for High-Volume XML Message Brokering 2003 VLDB 8.6121924e-05
2,601 Continuous Queries in Oracle 2007 VLDB 8.4646467e-05
2,710 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.2580301e-05
2,818 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0673424e-05
2,903 Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead 2017 CIDR 7.9403877e-05
2,921 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 7.897272e-05
3,331 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.2094696e-05
3,405 On the Database/Network Interface in Large-Scale Publish/Subscribe Systems 2006 SIGMOD 7.1309249e-05
3,770 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7743365e-05
3,881 Micro Adaptivity in Vectorwise 2013 SIGMOD 6.6638918e-05
4,012 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5338454e-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
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,677 To Share or Not to Share? 2007 VLDB 5.9988869e-05
4,934 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.815192e-05
4,945 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 5.8115261e-05
5,004 Multiple Aggregations Over Data Streams 2005 SIGMOD 5.7603173e-05
5,045 Shape Sensitive Geometric Monitoring 2008 PODS 5.7332856e-05
5,047 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7321615e-05
5,284 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 5.5834113e-05
5,489 Adaptive, Hands-Off Stream Mining 2003 VLDB 5.4790681e-05
5,501 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4731481e-05
5,657 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 5.3873634e-05
5,838 End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems 2008 VLDB 5.3076651e-05
6,641 In-Network Execution of Monitoring Queries in Sensor Networks 2007 SIGMOD 4.9750304e-05
6,760 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9304882e-05
6,813 Near-Optimal Algorithms for Shared Filter Evaluation in Data Stream Systems 2008 SIGMOD 4.9135157e-05
6,871 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.8966771e-05
6,986 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 4.8672517e-05
7,237 Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S 2007 VLDB 4.7877172e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0040465394
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073944756
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
151 An Evaluation of Non-Equijoin Algorithms 1991 VLDB 0.00041010211
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037637319
374 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00025325855
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
457 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022699974
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018431431
1,110 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013902997
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4,945 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 5.8115261e-05
7,280 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 4.7718173e-05
7,893 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 4.6196344e-05
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2,601 Continuous Queries in Oracle 2007 VLDB 8.4646467e-05
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116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468