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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
h906518912c5b9490
Venue
SIGMOD
Year
2006
Pagerank
0.00010642846
Overall Rank
1,439 | 90.33%
DOI
10.1145/1142473.1142544

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{mouratidis_sigmod06,
        title = {{Continuous Monitoring of Top-k Queries over Sliding Windows}},
        author = {Mouratidis, Kyriakos and Bakiras, Spiridon and Papadias, Dimitris},
        series = {{SIGMOD} '06},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1142473.1142544},
        url = {https://dl.acm.org/doi/10.1145/1142473.1142544},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,477 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00010551239
2,485 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.3993865e-05
3,326 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 7.4227632e-05
3,379 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.3568458e-05
3,656 Best Position Algorithms for Top-k Queries 2007 VLDB 7.1256193e-05
4,408 Efficiently Answering Top-k Typicality Queries on Large Databases 2007 VLDB 6.6122752e-05
4,745 SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window 2016 VLDB 6.4385742e-05
5,913 Reverse k-Ranks Query 2014 VLDB 5.9500931e-05
6,745 Categorical Skylines for Streaming Data 2008 SIGMOD 5.6908052e-05
7,154 Adaptive Hybrid Indexes 2022 SIGMOD 5.597934e-05
7,787 On Efficient Top-k Query Processing in Highly Distributed Environments 2008 SIGMOD 5.4528991e-05
7,961 Computing Immutable Regions for Subspace Top-k Queries 2013 VLDB 5.4167814e-05
8,390 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 5.3412917e-05
8,700 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 5.2905577e-05
10,479 Maintaining Biconnected Components in Streaming Graphs 2026 SIGMOD 4.9793485e-05
10,787 Continuous Query for Top-K Maximal Sum Intervals over Streaming Data 2026 VLDB 4.9793485e-05
11,637 Catcher: A Cache Analysis System for Top-k Pub/Sub Service 2024 VLDB 4.9793485e-05
12,090 Recommending Deployment Strategies for Collaborative Tasks 2020 SIGMOD 4.9793485e-05
12,834 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 4.9793485e-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
5 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0010679641
26 Models and Issues in Data Stream Systems 2002 PODS 0.00052121228
342 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.00020530255
524 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00016909926
565 Distributed Top-K Monitoring 2003 SIGMOD 0.00016296423
838 Minimal Probing: Supporting Expensive Predicates for Top-k Queries 2002 SIGMOD 0.00013550235
1,227 SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases 2004 SIGMOD 0.000114264
1,535 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010331242
1,773 Rank-aware Query Optimization 2004 SIGMOD 9.6719067e-05
2,181 Probabilistic Optimization of Top N Queries 1999 VLDB 8.9082736e-05
2,243 Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring 2005 SIGMOD 8.7678247e-05
2,939 Approximate NN Queries on Streams with Guaranteed Error/performance Bounds 2004 VLDB 7.8340314e-05
3,049 Joining Ranked Inputs in Practice 2002 VLDB 7.7090549e-05
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