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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
9037
Venue
VLDB
Year
2002
Pagerank
0.0002757283
Overall Rank
167 | 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
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030738755
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
230 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023891474
550 Distributed Top-K Monitoring 2003 SIGMOD 0.0001663758
587 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00016106078
722 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014627248
732 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.00014536846
813 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00013846487
828 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013769869
832 Streaming Queries over Streaming Data 2002 VLDB 0.00013736125
1,027 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012563656
1,090 Scalable Distributed Stream Processing 2003 CIDR 0.0001224178
1,209 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00011657178
1,263 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011425419
1,322 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00011155403
1,354 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00011057534
1,397 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010906135
1,639 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010155021
1,888 Aurora: A Data Stream Management System 2003 SIGMOD 9.5338565e-05
2,367 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 8.6855754e-05
2,447 Operator Scheduling in a Data Stream Manager 2003 VLDB 8.5728111e-05
2,513 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.48462e-05
2,596 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.3627764e-05
2,838 Continuous Queries in Oracle 2007 VLDB 8.0685625e-05
3,044 Holistic UDAFs at Streaming Speeds 2004 SIGMOD 7.820774e-05
3,321 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 7.5216049e-05
3,332 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.5129799e-05
3,525 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.3436533e-05
3,533 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 7.3366144e-05
3,978 The Case for Precision Sharing 2004 VLDB 6.9771565e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,383 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.7329787e-05
4,417 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 6.7148702e-05
4,517 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.6481605e-05
4,623 Multiple Aggregations Over Data Streams 2005 SIGMOD 6.6012764e-05
4,925 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.442888e-05
4,989 Shape Sensitive Geometric Monitoring 2008 PODS 6.4106441e-05
5,049 Cache-and-Query for Wide Area Sensor Databases 2003 SIGMOD 6.3868781e-05
5,193 Sampling Algorithms in a Stream Operator 2005 SIGMOD 6.3238562e-05
5,272 Adaptive, Hands-Off Stream Mining 2003 VLDB 6.2899363e-05
5,662 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 6.129927e-05
5,748 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 6.1014813e-05
5,924 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 6.0409904e-05
6,033 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.9998228e-05
6,049 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.9949334e-05
6,225 CONFLuEnCE: CONtinuous workFLow ExeCution Engine 2011 SIGMOD 5.9425753e-05
6,528 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.8502273e-05
6,712 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.7962014e-05
8,138 Safety Guarantee of Continuous Join Queries over Punctuated Data Streams 2006 VLDB 5.4803781e-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 0.00077458002
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00054667018
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
193 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025964286
236 Efficient Filtering of XML Documents for Selective Dissemination of Information 2000 VLDB 0.00023721569
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
551 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00016635191
576 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00016238156
639 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00015434427
1,763 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.8124899e-05
2,080 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 9.2052704e-05
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# Overall Rank Paper Year Venue
1 587 Linear Road: A Stream Data Management Benchmark 2004 VLDB
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3 3,525 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 2,447 Operator Scheduling in a Data Stream Manager 2003 VLDB
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7 26 Models and Issues in Data Stream Systems 2002 PODS
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10 1,090 Scalable Distributed Stream Processing 2003 CIDR