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Scheduling for shared window joins over data streams

Summary: Examines shared windowed joins in continuous query systems; exposes a flaw in prior sharing strategies for small windows. Proposes two new strategies for shared windowed joins; finds MQT best across workloads, validated analytically and in-DBMS. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8984
Venue
VLDB
Year
2003
Pagerank
7.4919127e-05
Overall Rank
3,138 | 78.20%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
1,156 SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases 2004 SIGMOD 0.00013606064
1,549 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011407374
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
2,124 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.4824543e-05
3,770 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7743365e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,934 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.815192e-05
5,501 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4731481e-05
6,760 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9304882e-05
6,871 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.8966771e-05
6,928 PLACE: A Query Processor for Handling Real-time Spatio-temporal Data Streams 2004 VLDB 4.8878659e-05
6,990 Sharing-Aware Outlier Analytics over High-Volume Data Streams 2016 SIGMOD 4.8656085e-05
7,418 A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data 2009 VLDB 4.7306322e-05
7,699 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 4.6696504e-05
8,078 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5873626e-05
8,678 Efficient Scheduling of Heterogeneous Continuous Queries 2006 VLDB 4.4644955e-05
10,624 Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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