Memory-Limited Execution of Windowed Stream Joins

Summary: Memory-limited execution of continuous sliding-window stream joins; analyzes two approximations under memory constraints: max-subset and random-sample. Introduces age-based arrival models, proves infeasibility for arbitrary inputs, and proposes a multi-join memory-allocation algorithm with experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9226
Venue: VLDB
Year: 2004
Pagerank: 6.4196026e-05
Overall Rank: 4,133 | 71.25%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Utkarsh Srivastava
2. Jennifer Widom

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,551	Out-of-Order Processing: A New Architecture for High-Performance Stream Systems	2008	VLDB	0.00011416058
2,763	Executing Stream Joins on the Cell Processor	2007	VLDB	8.1579306e-05
4,167	Scalable Distributed Stream Join Processing	2015	SIGMOD	6.3919506e-05
4,649	Window-Aware Load Shedding for Aggregation Queries over Data Streams	2006	VLDB	6.0236001e-05
5,150	Efficient Join Synopsis Maintenance for Data Warehouse	2020	SIGMOD	5.6626586e-05
5,644	FluxQuery: An Execution Framework for Highly Interactive Query Workloads	2016	SIGMOD	5.3924275e-05
6,338	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	5.105321e-05
6,753	State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries	2006	VLDB	4.9387235e-05
6,853	On Joining and Caching Stochastic Streams	2005	SIGMOD	4.9070864e-05
10,981	Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality	2024	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
18	On Random Sampling over Joins	1999	SIGMOD	0.00092385438
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
549	Tracking Join and Self-Join Sizes in Limited Storage	1999	PODS	0.00020376603
726	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017511209
1,064	Processing Complex Aggregate Queries over Data Streams	2002	SIGMOD	0.00014356481
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
6,853	On Joining and Caching Stochastic Streams	2005	SIGMOD	4.9070864e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,649	Window-Aware Load Shedding for Aggregation Queries over Data Streams	2006	VLDB	6.0236001e-05
1,136	Chain: Operator Scheduling for Memory Minimization in Data Stream Systems	2003	SIGMOD	0.00013760154
6,753	State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries	2006	VLDB	4.9387235e-05
1,064	Processing Complex Aggregate Queries over Data Streams	2002	SIGMOD	0.00014356481
10,981	Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality	2024	SIGMOD	4.1945683e-05
1,554	Resource Sharing in Continuous Sliding-Window Aggregates	2004	VLDB	0.00011400581
6,853	On Joining and Caching Stochastic Streams	2005	SIGMOD	4.9070864e-05
1,904	Characterizing Memory Requirements for Queries over Continuous Data Streams	2002	PODS	0.00010154528
3,656	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams	2003	VLDB	6.8714509e-05
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312