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Query Processing, Resource Management, and Approximation in a Data Stream Management System

Summary: STREAM implements continuous declarative queries over multiple high-rate streams, combining query optimization with resource-aware scheduling and load management. Provides controlled approximate answers to trade accuracy for timeliness under constrained resources. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
15
Venue
CIDR
Year
2003
Pagerank
0.00035426067
Overall Rank
194 | 98.66%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 25 of 75 citing papers.

Rank Citing Paper Year Venue Pagerank
5,727 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3510544e-05
6,048 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.2365988e-05
6,400 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.0803518e-05
6,478 An Integration Framework for Sensor Networks and Data Stream Management Systems 2004 VLDB 5.0487293e-05
6,654 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9733876e-05
6,838 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9109732e-05
6,853 On Joining and Caching Stochastic Streams 2005 SIGMOD 4.9070864e-05
7,107 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 4.8298643e-05
7,119 VectraFlow: Integrating Vectors into Stream Processing 2025 CIDR 4.8262611e-05
7,282 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 4.776631e-05
7,305 Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing 2021 VLDB 4.7678776e-05
7,806 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 4.6459438e-05
7,860 CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity 2004 VLDB 4.6341054e-05
7,878 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6295401e-05
7,880 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 4.6291185e-05
7,893 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 4.6240987e-05
8,337 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 4.5434623e-05
8,498 Customizable Parallel Execution of Scientific Stream Queries 2005 VLDB 4.4981372e-05
8,560 Monitoring Business Processes with Queries 2007 VLDB 4.4937074e-05
9,063 Data Stream Management for Historical XML Data 2004 SIGMOD 4.4039656e-05
9,313 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB 4.3565355e-05
9,864 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 4.2675822e-05
12,057 Resa: Realtime Elastic Streaming Analytics in the Cloud 2013 SIGMOD 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
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
18 On Random Sampling over Joins 1999 SIGMOD 0.00092385438
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031066222
405 Approximate Query Processing Using Wavelets 2000 VLDB 0.00024057494
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018449748
852 Dynamic Multidimensional Histograms 2002 SIGMOD 0.00015941524
985 Streaming Queries over Streaming Data 2002 VLDB 0.00014852471
1,219 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00013223888
1,222 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD 0.00013213129
1,400 Wavelet Synopses with Error Guarantees 2002 SIGMOD 0.00012191684
1,904 Characterizing Memory Requirements for Queries over Continuous Data Streams 2002 PODS 0.00010154528
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,003 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014698435
7,107 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 4.8298643e-05
4,920 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 5.8241888e-05
1,717 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010793312
12,593 QStream: Deterministic Querying of Data Streams 2004 VLDB 4.1945683e-05
7,660 Scalable Delivery of Stream Query Result 2009 VLDB 4.6862657e-05
1,222 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD 0.00013213129
8,723 Robust Real-time Query Processing with QStream 2005 VLDB 4.4601084e-05
3,541 STREAM: The Stanford Stream Data Manager (Demonstration Description) 2003 SIGMOD 6.9935367e-05
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062