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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
8847
Venue
VLDB
Year
2002
Pagerank
0.00034696955
Overall Rank
204 | 98.59%
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
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
324 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00027465124
601 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00019372971
743 Distributed Top-K Monitoring 2003 SIGMOD 0.00017318557
903 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00015449454
908 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015405471
945 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.0001512921
984 Streaming Queries over Streaming Data 2002 VLDB 0.00014840586
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
1,041 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014470785
1,136 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00013745517
1,343 Scalable Distributed Stream Processing 2003 CIDR 0.00012478318
1,362 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00012380613
1,557 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011381807
1,712 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010786152
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
1,793 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010522029
2,120 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5017579e-05
2,188 Aurora: A Data Stream Management System 2003 SIGMOD 9.3378116e-05
2,406 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8718534e-05
2,601 Continuous Queries in Oracle 2007 VLDB 8.4646467e-05
2,818 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0673424e-05
2,921 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 7.897272e-05
3,240 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.3277881e-05
3,253 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.3175849e-05
3,491 Holistic UDAFs at Streaming Speeds 2004 SIGMOD 7.0436671e-05
3,770 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7743365e-05
3,843 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 6.7071097e-05
4,263 The Case for Precision Sharing 2004 VLDB 6.3014952e-05
4,295 CONFLuEnCE: CONtinuous workFLow ExeCution Engine 2011 SIGMOD 6.2824978e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,647 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.01732e-05
4,810 Massively Multi-Query Join Processing in Publish/Subscribe Systems 2007 SIGMOD 5.9018713e-05
4,890 Content-Based Routing: Different Plans for Different Data 2005 VLDB 5.8477169e-05
5,004 Multiple Aggregations Over Data Streams 2005 SIGMOD 5.7603173e-05
5,045 Shape Sensitive Geometric Monitoring 2008 PODS 5.7332856e-05
5,119 Sampling Algorithms in a Stream Operator 2005 SIGMOD 5.6774637e-05
5,284 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 5.5834113e-05
5,352 Cache-and-Query for Wide Area Sensor Databases 2003 SIGMOD 5.5528053e-05
5,489 Adaptive, Hands-Off Stream Mining 2003 VLDB 5.4790681e-05
5,555 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4405244e-05
5,724 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.3530186e-05
5,771 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.3319881e-05
6,052 Load Shedding in Stream Databases: A Control-Based Approach 2006 VLDB 5.2315712e-05
6,135 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 5.1908958e-05
6,837 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9063121e-05
6,871 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.8966771e-05
7,811 Adaptive Execution of Variable-Accuracy Functions 2006 VLDB 4.6411275e-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 0.0010813443
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073944756
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
227 Efficient Filtering of XML Documents for Selective Dissemination of Information 2000 VLDB 0.0003240219
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
465 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00022461154
617 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00019048986
666 The Design and Implementation of a Sequence Database System 1996 VLDB 0.00018431431
1,395 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 0.00012216523
1,917 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 0.00010104953
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
601 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00019372971
5,037 Data Stream Query Processing: A Tutorial 2003 VLDB 5.7390577e-05
3,253 The Case for a Signal-Oriented Data Stream Management System 2007 CIDR 7.3175849e-05
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
2,406 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8718534e-05
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
1,222 Querying and Mining Data Streams: You Only Get One Look 2002 SIGMOD 0.00013205769
13,781 Data Streams: Fresh Current or Stagnant Backwater? (Panel) 2002 SIGMOD -
1,343 Scalable Distributed Stream Processing 2003 CIDR 0.00012478318