The Sequoia 2000 Storage Benchmark

Summary: SEQUOIA 2000 storage benchmark using real Earth Science datasets and queries to model scientific DBMS workloads. Evaluates GRASS, IPW, and POSTGRES; claims Earth Science problems generalize to broader engineering and scientific DBMS needs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: ha7b81aa5fbe6c324
Venue: SIGMOD
Year: 1993
Pagerank: 0.00014990574
Overall Rank: 665 | 95.54%
DOI: 10.1145/170035.170038

Incoming Non-self Citations Over Time

Authors

1. Michael Stonebraker (University of California Berkeley)
2. Jim Frew (University of California Berkeley)
3. Kenn Gardels (University of California Berkeley)
4. Jeff Meredith (University of California Berkeley)

BibTeX Citation

@inproceedings{stonebraker_sigmod93,
        title = {{THE SEQUOIA 2000 STORAGE BENCHMARK}},
        author = {Stonebraker, Michael and Frew, Jim and Gardels, Kenn and Meredith, Jeff},
        series = {{SIGMOD} '93},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/170035.170038},
        url = {https://dl.acm.org/doi/10.1145/170035.170038},
        year = {1993}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
125	Predicate Migration: Optimizing Queries with Expensive Predicates	1993	SIGMOD	0.00030470848
743	Client-Server Paradise	1994	VLDB	0.00014311524
752	Partition Based Spatial-Merge Join	1996	SIGMOD	0.00014246504
1,305	STING: A Statistical Information Grid Approach to Spatial Data Mining	1997	VLDB	0.00011099619
1,546	Building a Scalable Geo-Spatial DBMS: Technology, Implementation, and Evaluation	1997	SIGMOD	0.00010294163
1,789	Plan Selection based on Query Clustering	2002	VLDB	9.6293635e-05
2,162	Selectivity Estimation in Spatial Databases	1999	SIGMOD	8.935022e-05
2,303	Selectivity Estimation in Extensible Databases - A Neural Network Approach	1998	VLDB	8.6708797e-05
2,571	The Case for Enhanced Abstract Data Types	1997	VLDB	8.2840962e-05
2,827	Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension	1995	VLDB	7.967335e-05
3,224	PREDATOR : An OR-DBMS with Enhanced Data Types	1997	SIGMOD	7.5106493e-05
3,845	Query Processing in Tertiary Memory Databases	1995	VLDB	6.9859201e-05
4,251	Selectivity Estimation for Spatio-Temporal Queries to Moving Objects	2002	SIGMOD	6.7020655e-05
5,429	Querying Spatial Databases via Topological Invariants	1998	PODS	6.1337552e-05
5,905	Benchmarking Spatial Join Operations with Spatial Output	1995	VLDB	5.9509027e-05
6,216	Window Query-Optimal Clustering of Spatial Objects	1995	PODS	5.847583e-05
6,812	Predictions and Challenges for Database Systems in the Year 2000	1993	VLDB	5.6744933e-05
7,454	The hB-Pi-tree: A Modified hB-tree Supporting Concurrency, Recovery and Node Consolidation	1995	VLDB	5.5230036e-05
7,837	Efficient Concurrency Control in Multidimensional Access Methods	1999	SIGMOD	5.4434696e-05
8,088	Array DBMS: Past, Present, and (Near) Future	2021	VLDB	5.3942942e-05
8,960	The Impact of Global Clustering on Spatial Database Systems	1994	VLDB	5.249844e-05
9,273	Are Window Queries Representative For Arbitrary Range Queries?	1996	PODS	5.2055814e-05
9,418	MOCHA: A Self-Extensible Database Middleware System for Distributed Data Sources	2000	SIGMOD	5.1803485e-05
9,597	Similarity Query Processing Using Disk Arrays	1998	SIGMOD	5.1557462e-05
9,818	Hierarchically Organized Skew-Tolerant Histograms for Geographic Data Objects	2010	SIGMOD	5.1257999e-05
13,289	Paradise: A Database System for GIS Applications	1995	SIGMOD	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
2	R-Trees: A Dynamic Index Structure For Spatial Searching	1984	SIGMOD	0.001992968
46	Benchmarking Database Systems: A Systematic Approach	1983	VLDB	0.00044784799
101	Spatial Query Processing in an Object-Oriented Database System	1986	SIGMOD	0.00033937215
116	Direct Spatial Search on Pictorial Databases Using Packed R-trees	1985	SIGMOD	0.00031645463
4,071	Remotely-Sensed Geophysical Databases: Experience and Implications for Generalized DBMSs	1983	SIGMOD	6.8207825e-05
4,624	A Specialized Data Management System For Parallel Execution of Particle Physics Codes	1988	SIGMOD	6.4973062e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	4,948	BigSur: A System For the Management of Earth Science Data	1995	VLDB
2	13,289	Paradise: A Database System for GIS Applications	1995	SIGMOD
3	2,553	Benchmarking Simple Database Operations	1987	SIGMOD
4	1,412	Characteristics of Scientific Databases	1984	VLDB
5	3,008	GenBase: A Complex Analytics Genomics Benchmark	2014	SIGMOD
6	5,863	A Benchmark for Evaluating Moving Object Indexes	2008	VLDB
7	743	Client-Server Paradise	1994	VLDB
8	14,638	Scientific Databases - State of the Art and Future Directions	1994	VLDB
9	46	Benchmarking Database Systems: A Systematic Approach	1983	VLDB
10	4,071	Remotely-Sensed Geophysical Databases: Experience and Implications for Generalized DBMSs	1983	SIGMOD