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Continuous Monitoring of Top-k Queries over Sliding Windows

Summary: Continuous monitoring of top-k on a sliding window, with an in-memory grid index confining processing to result-relevant regions. Two techniques: recompute at top-k expiry; precompute changes for faster online answers; extend to other queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3788
Venue
SIGMOD
Year
2006
Pagerank
0.00010567363
Overall Rank
1,784 | 87.60%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
1,403 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00012176993
2,976 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 7.789303e-05
3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8633354e-05
4,080 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.4652983e-05
4,186 Best Position Algorithms for Top-k Queries 2007 VLDB 6.3764858e-05
4,504 Efficiently Answering Top-k Typicality Queries on Large Databases 2007 VLDB 6.1327917e-05
4,545 SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window 2016 VLDB 6.0995026e-05
6,222 Reverse k-Ranks Query 2014 VLDB 5.1503175e-05
6,677 Categorical Skylines for Streaming Data 2008 SIGMOD 4.9657435e-05
7,435 On Efficient Top-k Query Processing in Highly Distributed Environments 2008 SIGMOD 4.731326e-05
7,750 Computing Immutable Regions for Subspace Top-k Queries 2013 VLDB 4.6607023e-05
7,880 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 4.6291185e-05
8,655 Adaptive Hybrid Indexes 2022 SIGMOD 4.4739554e-05
11,113 Catcher: A Cache Analysis System for Top-k Pub/Sub Service 2024 VLDB 4.1945683e-05
11,593 Recommending Deployment Strategies for Collaborative Tasks 2020 SIGMOD 4.1945683e-05
11,807 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 4.1945683e-05
12,351 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 4.1945683e-05
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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
7 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0015496097
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
430 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.00023463938
674 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00018327585
745 Distributed Top-K Monitoring 2003 SIGMOD 0.00017330487
1,096 Minimal Probing: Supporting Expensive Predicates for Top-k Queries 2002 SIGMOD 0.00014120512
1,165 SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases 2004 SIGMOD 0.00013557822
1,808 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010486213
2,360 Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring 2005 SIGMOD 8.9605432e-05
2,393 Rank-aware Query Optimization 2004 SIGMOD 8.9016542e-05
2,556 Probabilistic Optimization of Top N Queries 1999 VLDB 8.5465733e-05
2,883 Joining Ranked Inputs in Practice 2002 VLDB 7.9656673e-05
3,018 Approximate NN Queries on Streams with Guaranteed Error/performance Bounds 2004 VLDB 7.7002798e-05
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Overall Rank Paper Year Venue Pagerank
7,282 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD 4.776631e-05
4,930 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.8213082e-05
7,963 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB 4.613363e-05
7,276 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD 4.7798595e-05
7,692 Processing Top-k Join Queries 2010 VLDB 4.6761366e-05
2,933 Answering Top-k Queries Using Views 2006 VLDB 7.8679669e-05
745 Distributed Top-K Monitoring 2003 SIGMOD 0.00017330487
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3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8633354e-05
4,080 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.4652983e-05