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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
3789
Venue
SIGMOD
Year
2006
Pagerank
0.00010600438
Overall Rank
1,773 | 87.68%
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
1,317 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00012615781
2,967 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 7.7975455e-05
3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8631567e-05
4,178 Best Position Algorithms for Top-k Queries 2007 VLDB 6.3757762e-05
4,328 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.2765138e-05
4,506 Efficiently Answering Top-k Typicality Queries on Large Databases 2007 VLDB 6.1273675e-05
4,611 SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window 2016 VLDB 6.0438331e-05
6,219 Reverse k-Ranks Query 2014 VLDB 5.1458862e-05
6,680 Categorical Skylines for Streaming Data 2008 SIGMOD 4.960978e-05
7,434 On Efficient Top-k Query Processing in Highly Distributed Environments 2008 SIGMOD 4.7270401e-05
7,751 Computing Immutable Regions for Subspace Top-k Queries 2013 VLDB 4.6562296e-05
7,878 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 4.6257581e-05
8,653 Adaptive Hybrid Indexes 2022 SIGMOD 4.4696663e-05
11,116 Catcher: A Cache Analysis System for Top-k Pub/Sub Service 2024 VLDB 4.1905499e-05
11,597 Recommending Deployment Strategies for Collaborative Tasks 2020 SIGMOD 4.1905499e-05
11,815 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 4.1905499e-05
12,359 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 4.1905499e-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
8 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0015436578
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
428 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.0002349868
673 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00018325667
743 Distributed Top-K Monitoring 2003 SIGMOD 0.00017318557
1,093 Minimal Probing: Supporting Expensive Predicates for Top-k Queries 2002 SIGMOD 0.00014123221
1,156 SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases 2004 SIGMOD 0.00013606064
1,805 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010479371
2,249 Rank-aware Query Optimization 2004 SIGMOD 9.1956569e-05
2,342 Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring 2005 SIGMOD 9.0005088e-05
2,552 Probabilistic Optimization of Top N Queries 1999 VLDB 8.5540341e-05
2,891 Joining Ranked Inputs in Practice 2002 VLDB 7.9577748e-05
3,018 Approximate NN Queries on Streams with Guaranteed Error/performance Bounds 2004 VLDB 7.6995792e-05
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4,934 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.815192e-05
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7,273 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD 4.775366e-05
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3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8631567e-05
4,328 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.2765138e-05