RPJ: Producing Fast Join Results on Streams through Rate-based Optimization

Summary: RPJ is a rate-based progressive join for streaming relations over unreliable networks, to start output quickly and maintain high throughput. A theoretical framework guides optimization by adapting to data distribution and arrival patterns, yielding faster results than prior work. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3650
Venue: SIGMOD
Year: 2005
Pagerank: 5.105321e-05
Overall Rank: 6,338 | 55.91%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,382	Scalable and Adaptive Online Joins	2014	VLDB	7.1597145e-05
5,150	Efficient Join Synopsis Maintenance for Data Warehouse	2020	SIGMOD	5.6626586e-05
7,060	SquirrelJoin: Network-Aware Distributed Join Processing with Lazy Partitioning	2017	VLDB	4.8465382e-05
8,018	Parallelizing Intra-Window Join on Multicores: An Experimental Study	2021	SIGMOD	4.6046381e-05
8,047	Thrifty Query Execution via Incrementability	2020	SIGMOD	4.5983505e-05
8,205	PR-Join: A Non-Blocking Join Achieving Higher Early Result Rate with Statistical Guarantees	2010	SIGMOD	4.5593375e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
211	Join Synopses for Approximate Query Answering	1999	SIGMOD	0.00033981214
726	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017511209
1,219	Rate-Based Query Optimization for Streaming Information Sources	2002	SIGMOD	0.00013223888
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001313363
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
3,204	Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm	2002	VLDB	7.3889212e-05
3,656	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams	2003	VLDB	6.8714509e-05
4,133	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	6.4196026e-05
5,511	On Producing Join Results Early	2003	PODS	5.4699346e-05
5,579	XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data	2004	VLDB	5.4245689e-05

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Overall Rank	Paper	Year	Venue	Pagerank
6,647	Fast Join Project Query Evaluation using Matrix Multiplication	2020	SIGMOD	4.9772122e-05
5,373	Robust and Efficient Algorithms for Rank Join Evaluation	2009	SIGMOD	5.5425231e-05
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3,204	Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm	2002	VLDB	7.3889212e-05
3,656	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams	2003	VLDB	6.8714509e-05
2,275	Adopting Worst-Case Optimal Joins in Relational Database Systems	2020	VLDB	9.1262202e-05
3,382	Scalable and Adaptive Online Joins	2014	VLDB	7.1597145e-05
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001313363
8,205	PR-Join: A Non-Blocking Join Achieving Higher Early Result Rate with Statistical Guarantees	2010	SIGMOD	4.5593375e-05