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An Evaluation of Non-Equijoin Algorithms

Summary: Proposes a partitioned band join for non-equijoins; analyzes it against an optimized sort-merge baseline with analytical models and a WiSS implementation. Partitioned band join outperforms sort-merge unless memory is tight or inputs are equal size; a parallel Gamma DB version demonstrates scalable speedups. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8033
Venue
VLDB
Year
1991
Pagerank
0.00040963225
Overall Rank
152 | 98.95%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 28 of 28 citing papers.

Rank Citing Paper Year Venue Pagerank
67 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00061348205
125 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00044847972
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
240 Holistic Twig Joins: Optimal XML Pattern Matching 2002 SIGMOD 0.00031603463
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031066222
250 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030661988
447 Efficient Parallel Set-Similarity Joins Using MapReduce 2010 SIGMOD 0.00022900171
1,074 Processing Theta-Joins using MapReduce* 2011 SIGMOD 0.00014260096
1,562 Evaluation of Main Memory Join Algorithms for Joins with Subset Join Predicates 1997 VLDB 0.00011356744
1,789 Reducing the Braking Distance of an SQL Query Engine 1998 VLDB 0.00010555087
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.947963e-05
2,763 Executing Stream Joins on the Cell Processor 2007 VLDB 8.1579306e-05
2,842 Coalescing in Temporal Databases 1996 VLDB 8.0275095e-05
2,946 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 7.8372441e-05
3,571 Lightning Fast and Space Efficient Inequality Joins 2015 VLDB 6.9580858e-05
5,059 High-Performance Row Pattern Recognition Using Joins 2023 VLDB 5.7277656e-05
5,087 Accelerating Queries with Group-By and Join by Groupjoin 2011 VLDB 5.7075009e-05
5,132 Temporal Query Processing and Optimization in Multiprocessor Database Machines 1992 VLDB 5.6740462e-05
5,576 Conjunctive Queries with Inequalities Under Updates 2018 VLDB 5.426344e-05
5,962 Beyond Equi-joins: Ranking, Enumeration and Factorization 2021 VLDB 5.2536266e-05
6,161 Spatial Join Selectivity Using Power Laws 2000 SIGMOD 5.1753664e-05
6,214 Skew Handling Techniques in Sort-Merge Join 2002 SIGMOD 5.1546943e-05
6,454 On Spatially Partitioned Temporal Join 1994 VLDB 5.0569697e-05
6,619 Near-Optimal Distributed Band-Joins through Recursive Partitioning 2020 SIGMOD 4.9910152e-05
7,250 A Scalable and Generic Approach to Range Joins 2022 VLDB 4.78908e-05
7,362 Algebraic Optimization of Computations over Scientific Databases 1993 VLDB 4.752436e-05
12,028 D-Hive: Data Bees Pollinating RDF, Text, and Time 2013 CIDR 4.1945683e-05
12,519 Scalable Continuous Query Processing by Tracking Hotspots 2006 VLDB 4.1945683e-05
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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
9 Implementation Techniques For Main Memory Database Systems 1984 SIGMOD 0.0014279444
10 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.0012103754
39 Statistical Estimators for Relational Algebra Expressions 1988 PODS 0.00074745564
78 Multiprocessor Hash-Based Join Algorithms 1985 VLDB 0.00056413752
232 A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment 1989 SIGMOD 0.00032122485
357 Random Sampling from B+ trees 1989 VLDB 0.00026020098
783 Random Sampling from Hash Files 1990 SIGMOD 0.00016704834
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