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Monitoring Streams – A New Class of Data Management Applications

Summary: Proposes monitoring streams as a distinct data-management class, driven by constant multi-source inputs (sensors) rather than human events. Introduces Aurora with a stream-oriented operator set, real-time optimization, and architecture tuned for continuous, low-latency processing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h1f49d66513acf8cf
Venue
VLDB
Year
2002
Pagerank
0.00026999348
Overall Rank
171 | 98.86%
DOI
10.1016/B978-155860869-6/50027-5

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{carney_vldb02,
        title = {{Monitoring Streams – A New Class of Data Management Applications}},
        author = {Carney, Don and Çetintemel, Uğur and Cherniack, Mitch and Convey, Christian and Lee, Sangdon and Seidman, Greg and Stonebraker, Michael and Tatbul, Nesime and Zdonik, Stan},
        journal = {PVLDB},
        series = {{VLDB} '02},
        doi = {10.1016/B978-155860869-6/50027-5},
        url = {https://doi.org/10.1016/B978-155860869-6/50027-5},
        year = {2002}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 65 citing papers.

Rank Citing Paper Year Venue Pagerank
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032445088
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030414379
152 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00028657752
240 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023425462
565 Distributed Top-K Monitoring 2003 SIGMOD 0.00016288995
594 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00015816384
735 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014367765
755 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.00014226048
827 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00013629035
850 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013482116
852 Streaming Queries over Streaming Data 2002 VLDB 0.00013450014
1,047 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012303144
1,101 Scalable Distributed Stream Processing 2003 CIDR 0.00011999722
1,230 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00011419665
1,286 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011188038
1,358 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00010917457
1,383 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010842596
1,431 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010676907
1,633 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010015001
1,947 Aurora: A Data Stream Management System 2003 SIGMOD 9.320509e-05
2,416 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 8.4946354e-05
2,502 Operator Scheduling in a Data Stream Manager 2003 VLDB 8.3769557e-05
2,558 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.2968348e-05
2,649 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.1716272e-05
2,877 Continuous Queries in Oracle 2007 VLDB 7.9150085e-05
3,096 Holistic UDAFs at Streaming Speeds 2004 SIGMOD 7.6497893e-05
3,326 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.4250065e-05
3,371 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 7.3659127e-05
3,547 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 7.2088273e-05
3,595 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.1790428e-05
4,046 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8297725e-05
4,057 The Case for Precision Sharing 2004 VLDB 6.8230987e-05
4,108 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.8000756e-05
4,517 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 6.5617068e-05
4,592 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.5109054e-05
4,722 Multiple Aggregations Over Data Streams 2005 SIGMOD 6.4514279e-05
5,040 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.2999611e-05
5,120 Shape Sensitive Geometric Monitoring 2008 PODS 6.2639656e-05
5,174 Cache-and-Query for Wide Area Sensor Databases 2003 SIGMOD 6.2406834e-05
5,325 Sampling Algorithms in a Stream Operator 2005 SIGMOD 6.1799938e-05
5,397 Adaptive, Hands-Off Stream Mining 2003 VLDB 6.1479216e-05
5,796 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.9901244e-05
5,830 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 5.9757869e-05
6,045 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.9033006e-05
6,162 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.8624264e-05
6,177 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.8582407e-05
6,358 CONFLuEnCE: CONtinuous workFLow ExeCution Engine 2011 SIGMOD 5.8064898e-05
6,659 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.7166466e-05
6,850 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.6635511e-05
8,273 Safety Guarantee of Continuous Join Queries over Punctuated Data Streams 2006 VLDB 5.3623626e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Online Aggregation 1997 SIGMOD 0.00076265429
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00053906051
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.000408505
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025444144
247 Efficient Filtering of XML Documents for Selective Dissemination of Information 2000 VLDB 0.00023188523
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020682536
566 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00016288241
581 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00015977796
653 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00015099306
1,796 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.6147923e-05
2,116 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 9.0115434e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 594 Linear Road: A Stream Data Management Benchmark 2004 VLDB
2 5,468 Data Stream Query Processing: A Tutorial 2003 VLDB
3 3,595 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR
4 127 The Design of the Borealis Stream Processing Engine 2005 CIDR
5 2,502 Operator Scheduling in a Data Stream Manager 2003 VLDB
6 152 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR
7 26 Models and Issues in Data Stream Systems 2002 PODS
8 1,290 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD
9 14,284 Data Streams: Fresh Current or Stagnant Backwater? (Panel) 2002 SIGMOD
10 1,101 Scalable Distributed Stream Processing 2003 CIDR