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Benchmarking Database Systems: A Systematic Approach

Summary: Systematic benchmarking methodology for DBMS using a customized database and a comprehensive set of tuned queries. Empirical comparison of university vs commercial INGRES and the IDM 500 machine with a subset of single-user measurements. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7573
Venue
VLDB
Year
1983
Pagerank
0.0012093675
Overall Rank
10 | 99.94%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 55 citing papers.

Rank Citing Paper Year Venue Pagerank
21 GAMMA - A High Performance Dataflow Database Machine 1986 VLDB 0.00086104592
30 Hashing Methods and Relational Algebra Operations 1984 VLDB 0.00078665259
77 Multiprocessor Hash-Based Join Algorithms 1985 VLDB 0.00056488357
92 Practical Selectivity Estimation through Adaptive Sampling 1990 SIGMOD 0.00051431888
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.0004673401
128 An Evaluation of Buffer Management Strategies for Relational Database Systems 1985 VLDB 0.00044501642
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00041403894
151 An Evaluation of Non-Equijoin Algorithms 1991 VLDB 0.00041010211
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
230 A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment 1989 SIGMOD 0.00032145125
232 An Interval Classifier for Database Mining Applications 1992 VLDB 0.00032060702
339 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026895683
549 Hash-Partitioned Join Method Using Dynamic Destaging Strategy 1988 VLDB 0.00020348047
629 A Benchmark of NonStop SQL on the Debit Credit Transaction 1988 SIGMOD 0.00018951974
667 The Sequoia 2000 Storage Benchmark 1993 SIGMOD 0.00018431008
815 Direct Algorithms for Computing the Transitive Closure of Database Relations 1987 VLDB 0.0001629507
933 Flexible Database Generators 2005 VLDB 0.00015220613
958 Benchmarking Simple Database Operations 1987 SIGMOD 0.0001506448
1,063 Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines 1990 VLDB 0.00014352292
1,264 Hybrid-Range Partitioning Strategy: A New Declustering Strategy for Multiprocessor Database Machines 1990 VLDB 0.00012939192
1,277 Some Experimental Results on Distributed Join Algorithms in a Local Network 1985 VLDB 0.00012859308
1,714 Implementation Techniques of Complex Objects 1986 VLDB 0.00010777308
1,846 Query Optimization in Heterogeneous DBMS 1992 VLDB 0.00010338936
1,861 An Adaptive Hash Join Algorithm for Multiuser Environments 1990 VLDB 0.00010297093
1,915 Integrating Reliable Memory in Databases 1997 VLDB 0.00010111449
1,917 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 0.00010104953
1,968 A Methodology for Database System Performance Evaluation 1984 SIGMOD 9.9099939e-05
2,208 A Scalable Hash Ripple Join Algorithm 2002 SIGMOD 9.2887018e-05
2,223 Efficient Assembly of Complex Objects 1991 SIGMOD 9.2579138e-05
2,311 Parallel evaluation of multi-join queries 1995 SIGMOD 9.0610521e-05
2,460 A Performance Analysis of Alternative Multi-Attribute Declustering Strategies 1992 SIGMOD 8.7522298e-05
2,623 Goal-Oriented Buffer Management Revisited* 1996 SIGMOD 8.4368672e-05
2,627 GenBase: A Complex Analytics Genomics Benchmark 2014 SIGMOD 8.4292895e-05
2,748 On Implementing a Language for Specifying Active Database Execution Models 1993 VLDB 8.180685e-05
3,113 Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB 1992 VLDB 7.5433318e-05
3,750 DIAMetrics: Benchmarking Query Engines at Scale 2020 VLDB 6.7864305e-05
4,008 On Semantic Reefs And Efficient Processing Of Correlation Queries With Aggregates 1985 VLDB 6.5357979e-05
4,695 Adaptive Database Buffer Allocation Using Query Feedback 1993 VLDB 5.9847623e-05
4,820 An Incremental Join Attachment for Starburst 1990 VLDB 5.8924654e-05
5,005 Efficient Main Memory Data Management Using the DBGraph Storage Model 1990 VLDB 5.7599923e-05
5,688 The Effect Of Large Main Memory On Database Systems 1986 SIGMOD 5.3707576e-05
5,913 A Reliable Parallel Backend Using Multi-Attribute Clustering and Select-Join Operator 1986 VLDB 5.2712815e-05
6,465 Research Directions in Object-Oriented Database Systems 1990 PODS 5.0464278e-05
6,551 TOWARDS DBMSs FOR SUPPORTING NEW APPLICATIONS 1986 VLDB 5.0113524e-05
6,629 A Performance Analysis of the Gamma Database Machine 1988 SIGMOD 4.9817911e-05
8,024 Design Trade-offs for a Robust Dynamic Hybrid Hash Join 2022 VLDB 4.5993455e-05
9,638 CDSBen: Benchmarking the Performance of Storage Services in Cloud-native Database System at ByteDance 2023 VLDB 4.3068069e-05
9,994 Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors 2026 CIDR 4.1905499e-05
11,451 Wisconsin Benchmark Data Generator: To JSON and Beyond 2021 SIGMOD 4.1905499e-05
12,219 RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures 2011 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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

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