DBScholar

Back to papers

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
3850
Venue
SIGMOD
Year
2006
Pagerank
0.00010530872
Overall Rank
1,513 | 89.63%
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 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,441 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00010778831
2,427 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.5915976e-05
3,317 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.5251856e-05
3,599 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 7.2710351e-05
3,702 Best Position Algorithms for Top-k Queries 2007 VLDB 7.1838636e-05
4,321 Efficiently Answering Top-k Typicality Queries on Large Databases 2007 VLDB 6.7617825e-05
4,650 SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window 2016 VLDB 6.5863543e-05
5,796 Reverse k-Ranks Query 2014 VLDB 6.0859929e-05
6,616 Categorical Skylines for Streaming Data 2008 SIGMOD 5.8214223e-05
7,012 Adaptive Hybrid Indexes 2022 SIGMOD 5.7262686e-05
7,631 On Efficient Top-k Query Processing in Highly Distributed Environments 2008 SIGMOD 5.5780405e-05
7,806 Computing Immutable Regions for Subspace Top-k Queries 2013 VLDB 5.5407909e-05
8,231 Thread Cooperation in Multicore Architectures for Frequency Counting over Multiple Data Streams 2009 VLDB 5.4617036e-05
10,266 Maintaining Biconnected Components in Streaming Graphs 2026 SIGMOD 5.093636e-05
11,319 Catcher: A Cache Analysis System for Top-k Pub/Sub Service 2024 VLDB 5.093636e-05
11,788 Recommending Deployment Strategies for Collaborative Tasks 2020 SIGMOD 5.093636e-05
12,010 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 5.093636e-05
12,544 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 5.093636e-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
5 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0010828372
26 Models and Issues in Data Stream Systems 2002 PODS 0.00052982574
333 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.0002089582
509 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00017220967
550 Distributed Top-K Monitoring 2003 SIGMOD 0.0001663758
827 Minimal Probing: Supporting Expensive Predicates for Top-k Queries 2002 SIGMOD 0.00013769938
1,201 SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases 2004 SIGMOD 0.00011674339
1,519 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010513777
1,759 Rank-aware Query Optimization 2004 SIGMOD 9.8160244e-05
2,149 Probabilistic Optimization of Top N Queries 1999 VLDB 9.0821709e-05
2,205 Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring 2005 SIGMOD 8.9591376e-05
2,886 Approximate NN Queries on Streams with Guaranteed Error/performance Bounds 2004 VLDB 7.9957585e-05
3,017 Joining Ranked Inputs in Practice 2002 VLDB 7.8483041e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 7,321 Update-Pattern-Aware Modeling and Processing of Continuous Queries 2005 SIGMOD
2 4,596 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD
3 8,281 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB
4 7,299 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD
5 7,550 Processing Top-k Join Queries 2010 VLDB
6 2,525 Answering Top-k Queries Using Views 2006 VLDB
7 550 Distributed Top-K Monitoring 2003 SIGMOD
8 2,427 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD
9 3,317 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB
10 3,599 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB