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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
8846
Venue
VLDB
Year
2002
Pagerank
0.00034731577
Overall Rank
205 | 98.58%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 65 citing papers.

Rank Citing Paper Year Venue Pagerank
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
323 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00027492196
600 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.0001938744
745 Distributed Top-K Monitoring 2003 SIGMOD 0.00017330487
905 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.0001546195
911 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015419842
944 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.00015141297
985 Streaming Queries over Streaming Data 2002 VLDB 0.00014852471
1,003 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014698435
1,043 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014476247
1,136 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00013760154
1,340 Scalable Distributed Stream Processing 2003 CIDR 0.00012489223
1,357 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00012392275
1,554 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011400581
1,717 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010793312
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
1,794 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010532024
2,118 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5100739e-05
2,182 Aurora: A Data Stream Management System 2003 SIGMOD 9.3449021e-05
2,407 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8804679e-05
2,597 Continuous Queries in Oracle 2007 VLDB 8.4713998e-05
2,814 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0749691e-05
2,920 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 7.9001024e-05
3,237 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.3351551e-05
3,249 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.3249002e-05
3,486 Holistic UDAFs at Streaming Speeds 2004 SIGMOD 7.0502199e-05
3,761 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7804871e-05
3,838 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 6.7134945e-05
4,267 The Case for Precision Sharing 2004 VLDB 6.3084955e-05
4,302 CONFLuEnCE: CONtinuous workFLow ExeCution Engine 2011 SIGMOD 6.2885419e-05
4,617 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.0446738e-05
4,649 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.0236001e-05
4,810 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 5.9073964e-05
4,883 Content-Based Routing: Different Plans for Different Data 2005 VLDB 5.8545658e-05
5,001 Multiple Aggregations Over Data Streams 2005 SIGMOD 5.7678084e-05
5,051 Shape Sensitive Geometric Monitoring 2008 PODS 5.7340225e-05
5,117 Sampling Algorithms in a Stream Operator 2005 SIGMOD 5.6825418e-05
5,284 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 5.584855e-05
5,342 Cache-and-Query for Wide Area Sensor Databases 2003 SIGMOD 5.5581569e-05
5,481 Adaptive, Hands-Off Stream Mining 2003 VLDB 5.4843702e-05
5,547 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4457955e-05
5,713 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.3581653e-05
5,764 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.3369195e-05
6,048 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.2365988e-05
6,131 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 5.1956688e-05
6,753 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.9387235e-05
6,838 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9109732e-05
7,806 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 4.6459438e-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
14 Online Aggregation 1997 SIGMOD 0.0010801504
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
226 Efficient Filtering of XML Documents for Selective Dissemination of Information 2000 VLDB 0.00032431532
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031066222
394 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024460855
462 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00022481092
619 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00019066583
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018449748
1,393 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 0.00012223764
1,912 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 0.00010118187
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
600 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.0001938744
5,038 Data Stream Query Processing: A Tutorial 2003 VLDB 5.7432219e-05
3,249 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.3249002e-05
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
2,407 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8804679e-05
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
1,222 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD 0.00013213129
13,767 Data Streams: Fresh Current or Stagnant Backwater? (Panel) 2002 SIGMOD -
1,340 Scalable Distributed Stream Processing 2003 CIDR 0.00012489223