One Size Fits All? – Part 2: Benchmarking Results

Summary: Apples-to-apples benchmarks of commercial specialized systems vs relational DBMSs across stream, DW, text, plus a scientific/intelligence prototype. Specialized architectures achieve overwhelming speedups in >=4 markets, challenging OSFA. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 74
Venue: CIDR
Year: 2007
Pagerank: 8.6308132e-05
Overall Rank: 2,508 | 82.56%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
86	The End of an Architectural Era (It's Time for a Complete Rewrite)	2007	VLDB	0.00052563276
137	H-Store: A High-Performance, Distributed Main Memory Transaction Processing System	2008	VLDB	0.00042342967
928	Requirements for Science Data Bases and SciDB	2009	CIDR	0.00015247726
1,076	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00014248449
1,213	RDF-3X: a RISC-style Engine for RDF	2008	VLDB	0.0001325231
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
2,255	LINVIEW: Incremental View Maintenance for Complex Analytical Queries	2014	SIGMOD	9.1884983e-05
2,419	Towards a One Size Fits All Database Architecture	2011	CIDR	8.853712e-05
2,611	Opening the Black Boxes in Data Flow Optimization	2012	VLDB	8.4536967e-05
3,280	The Case for RodentStore, an Adaptive, Declarative Storage System	2009	CIDR	7.2828962e-05
9,284	MCC-DB: Minimizing Cache Conflicts in Multi-core Processors for Databases	2009	VLDB	4.362769e-05
9,782	A*-tree: A Structure for Storage and Modeling of Uncertain Multidimensional Arrays	2010	VLDB	4.2856106e-05
11,150	Zed: Leveraging Data Types to Process Eclectic Data	2023	CIDR	4.1945683e-05
11,905	Supporting Data Uncertainty in Array Databases	2015	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
21	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
131	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0004370331
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
194	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00035426067
600	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.0001938744
710	Performance Tradeoffs in Read-Optimized Databases	2006	VLDB	0.00017765454

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Overall Rank	Paper	Year	Venue	Pagerank
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340	OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases	2014	VLDB	0.00026841628
3,595	Database Buffer Size Investigation for OLTP Workloads	1997	SIGMOD	6.9373987e-05
8,096	Micro-architectural Analysis of OLAP: Limitations and Opportunities	2020	VLDB	4.5860565e-05
13,071	The Effect of Target Applications on the Design of Database Machines	1981	SIGMOD	4.1945683e-05
457	"One Size Fits All" Database Architectures Do Not Work For DSS	1995	SIGMOD	0.00022713791
42	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00073498298
954	Benchmarking Simple Database Operations	1987	SIGMOD	0.0001507746
658	Towards a Unified Architecture for in-RDBMS Analytics	2012	SIGMOD	0.00018506577
86	The End of an Architectural Era (It's Time for a Complete Rewrite)	2007	VLDB	0.00052563276