Database Paper Browser

Back to papers

A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams

Summary: Geometric approach to monitoring threshold functions over distributed streams. Global task split into per-stream constraints filtering updates, enabling scalable monitoring of arbitrary thresholds; experiments on real data validate scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3761
Venue
SIGMOD
Year
2006
Pagerank
7.897272e-05
Overall Rank
2,921 | 79.71%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,642 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00011037826
2,068 Optimal Sampling From Distributed Streams 2010 PODS 9.638573e-05
5,045 Shape Sensitive Geometric Monitoring 2008 PODS 5.7332856e-05
5,632 Complex Event Recognition in the Big Data Era 2017 VLDB 5.3993008e-05
5,910 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 5.2718714e-05
7,329 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 4.7559363e-05
7,452 Distributed Online Tracking 2015 SIGMOD 4.7218383e-05
7,697 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 4.6701245e-05
7,839 Sketch-based Querying of Distributed Sliding-Window Data Streams 2012 VLDB 4.6338068e-05
8,042 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 4.5956381e-05
8,478 Optimization of Threshold Functions over Streams 2021 VLDB 4.4968401e-05
8,493 Prediction-Based Geometric Monitoring Over Distributed Data Streams 2012 SIGMOD 4.494116e-05
9,280 Ranking Distributed Probabilistic Data 2009 SIGMOD 4.3604461e-05
11,340 AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions 2022 SIGMOD 4.1905499e-05
11,861 Scalable Approximate Query Tracking over Highly Distributed Data Streams 2016 SIGMOD 4.1905499e-05
11,965 Monitoring Distributed Streams using Convex Decompositions 2015 VLDB 4.1905499e-05
12,104 Ratio Threshold Queries over Distributed Data Sources 2013 VLDB 4.1905499e-05
12,393 LeeWave: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams 2008 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
168 Approximate Frequency Counts over Data Streams 2002 VLDB 0.0003915627
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
374 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00025325855
743 Distributed Top-K Monitoring 2003 SIGMOD 0.00017318557
783 StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time 2002 VLDB 0.00016648503
846 Approximate Counts and Quantiles over Sliding Windows 2004 PODS 0.00015949293
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
1,343 Scalable Distributed Stream Processing 2003 CIDR 0.00012478318
1,642 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00011037826
2,934 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 7.8628636e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
8,478 Optimization of Threshold Functions over Streams 2021 VLDB 4.4968401e-05
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
11,965 Monitoring Distributed Streams using Convex Decompositions 2015 VLDB 4.1905499e-05
743 Distributed Top-K Monitoring 2003 SIGMOD 0.00017318557
11,861 Scalable Approximate Query Tracking over Highly Distributed Data Streams 2016 SIGMOD 4.1905499e-05
8,042 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 4.5956381e-05
5,045 Shape Sensitive Geometric Monitoring 2008 PODS 5.7332856e-05
7,697 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 4.6701245e-05
8,493 Prediction-Based Geometric Monitoring Over Distributed Data Streams 2012 SIGMOD 4.494116e-05
1,642 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00011037826