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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
h12cb23a77d334476
Venue
CIDR
Year
2003
Pagerank
0.0002867034
Overall Rank
152 | 98.98%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{motwani_cidr03,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '03},
        title = {{Query Processing, Resource Management, and Approximation in a Data Stream Management System}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Motwani, Rajeev and Widom, Jennifer and Arasu, Arvind and Babcock, Brian and Babu, Shivnath and Datar, Mayur and Manku, Gurmeet and Olston, Chris and Rosenstein, Justin and Varma, Rohit},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 75 citing papers.

Rank Citing Paper Year Venue Pagerank
6,160 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.8652029e-05
6,227 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.8452386e-05
6,357 Query-Based Monitoring of BPEL Business Processes 2007 SIGMOD 5.8092399e-05
6,532 Moirae: History-Enhanced Monitoring 2007 CIDR 5.7544926e-05
6,706 Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing 2021 VLDB 5.7049776e-05
6,789 VectraFlow: Integrating Vectors into Stream Processing 2025 CIDR 5.6813135e-05
6,846 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.6662335e-05
7,136 On Joining and Caching Stochastic Streams 2005 SIGMOD 5.6014758e-05
7,149 An Integration Framework for Sensor Networks and Data Stream Management Systems 2004 VLDB 5.5989606e-05
7,434 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 5.52838e-05
7,462 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 5.521211e-05
7,771 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.4553987e-05
7,860 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 5.4391693e-05
8,268 CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity 2004 VLDB 5.3648996e-05
8,317 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 5.3559621e-05
8,390 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 5.3412917e-05
8,490 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 5.3315439e-05
8,876 Customizable Parallel Execution of Scientific Stream Queries 2005 VLDB 5.2576285e-05
8,925 Monitoring Business Processes with Queries 2007 VLDB 5.2559789e-05
9,389 Data Stream Management for Historical XML Data 2004 SIGMOD 5.1868213e-05
9,640 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB 5.1459592e-05
10,206 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 5.059736e-05
12,546 Resa: Realtime Elastic Streaming Analytics in the Cloud 2013 SIGMOD 4.9793485e-05
13,009 Action-Oriented Query Processing for Pervasive Computing 2005 CIDR 4.9793485e-05
13,018 Predicate Result Range Caching for Continuous Queries 2005 SIGMOD 4.9793485e-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
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00053930011
26 Models and Issues in Data Stream Systems 2002 PODS 0.00052121228
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040860054
57 On Random Sampling over Joins 1999 SIGMOD 0.00040108301
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027011593
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.000254553
309 Approximate Query Processing Using Wavelets 2000 VLDB 0.00021384073
653 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00015106313
742 Dynamic Multidimensional Histograms 2002 SIGMOD 0.0001431602
852 Streaming Queries over Streaming Data 2002 VLDB 0.00013451343
1,030 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00012407749
1,173 Wavelet Synopses with Error Guarantees 2002 SIGMOD 0.00011686985
1,290 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD 0.00011157506
1,666 Characterizing Memory Requirements for Queries over Continuous Data Streams 2002 PODS 9.9382031e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 734 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD
2 7,434 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD
3 4,400 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB
4 1,431 Approximate Join Processing Over Data Streams 2003 SIGMOD
5 13,076 QStream: Deterministic Querying of Data Streams 2004 VLDB
6 8,823 Scalable Delivery of Stream Query Result 2009 VLDB
7 1,290 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD
8 8,882 Robust Real-time Query Processing with QStream 2005 VLDB
9 3,583 STREAM: The Stanford Stream Data Manager (Demonstration Description) 2003 SIGMOD
10 26 Models and Issues in Data Stream Systems 2002 PODS