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: 3651
Venue: SIGMOD
Year: 2005
Pagerank: 5.0957869e-05
Overall Rank: 6,349 | 55.88%
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
3,384	Scalable and Adaptive Online Joins	2014	VLDB	7.153329e-05
5,128	Efficient Join Synopsis Maintenance for Data Warehouse	2020	SIGMOD	5.6728511e-05
7,056	SquirrelJoin: Network-Aware Distributed Join Processing with Lazy Partitioning	2017	VLDB	4.8420027e-05
8,021	Parallelizing Intra-Window Join on Multicores: An Experimental Study	2021	SIGMOD	4.600223e-05
8,049	Thrifty Query Execution via Incrementability	2020	SIGMOD	4.5939412e-05
8,993	PR-Join: A Non-Blocking Join Achieving Higher Early Result Rate with Statistical Guarantees	2010	SIGMOD	4.4105266e-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	0.00072660894
212	Join Synopses for Approximate Query Answering	1999	SIGMOD	0.00033997204
723	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017493042
1,220	Rate-Based Query Optimization for Streaming Information Sources	2002	SIGMOD	0.00013214188
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001312635
1,712	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010786152
3,211	Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm	2002	VLDB	7.3780807e-05
3,664	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams	2003	VLDB	6.8645092e-05
4,139	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	6.4126764e-05
5,523	On Producing Join Results Early	2003	PODS	5.4648346e-05
5,588	XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data	2004	VLDB	5.4193309e-05

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6,647	Fast Join Project Query Evaluation using Matrix Multiplication	2020	SIGMOD	4.9729424e-05
5,379	Robust and Efficient Algorithms for Rank Join Evaluation	2009	SIGMOD	5.5375923e-05
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3,211	Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm	2002	VLDB	7.3780807e-05
3,664	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams	2003	VLDB	6.8645092e-05
2,281	Adopting Worst-Case Optimal Joins in Relational Database Systems	2020	VLDB	9.122455e-05
3,384	Scalable and Adaptive Online Joins	2014	VLDB	7.153329e-05
1,712	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010786152
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001312635
8,993	PR-Join: A Non-Blocking Join Achieving Higher Early Result Rate with Statistical Guarantees	2010	SIGMOD	4.4105266e-05