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Overview of SciDB: Large Scale Array Storage, Processing and Analysis

Summary: Massively parallel, open-source array DB for petabyte-scale scientific data; introduces a novel storage manager, array data model, and extensible query language. Architecture and design enable parallelized array processing across astronomy, climate, biology, and large-scale log analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4370
Venue
SIGMOD
Year
2010
Pagerank
0.00023674329
Overall Rank
239 | 98.37%
DOI
10.1145/1807167.1807271

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{team_sigmod10,
        title = {{Overview of SciDB: Large Scale Array Storage, Processing and Analysis}},
        author = {Team, The SciDB Development},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807271},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807271},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 53 citing papers.

Rank Citing Paper Year Venue Pagerank
640 Materialization Optimizations for Feature Selection Workloads 2014 SIGMOD 0.00015409494
669 The TileDB Array Data Storage Manager 2017 VLDB 0.00015163245
1,742 ArrayStore: A Storage Manager for Complex Parallel Array Processing 2011 SIGMOD 9.8748669e-05
2,217 Cumulon: Optimizing Statistical Data Analysis in the Cloud 2013 SIGMOD 8.9332438e-05
2,389 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.6439053e-05
2,681 Exploiting Matrix Dependency for Efficient Distributed Matrix Computation 2015 SIGMOD 8.2632778e-05
2,823 Query Processing on Tensor Computation Runtimes 2022 VLDB 8.0893814e-05
3,206 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 7.6367549e-05
3,214 Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data 2015 VLDB 7.6325181e-05
3,459 A Comparative Evaluation of Systems for Scalable Linear Algebra-based Analytics 2018 VLDB 7.3953716e-05
3,490 MLog: Towards Declarative In-Database Machine Learning 2017 VLDB 7.3667971e-05
3,552 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.3188008e-05
3,618 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 7.2523695e-05
3,945 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 7.0055154e-05
4,079 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.9188052e-05
4,137 Optimizing I/O for Big Array Analytics 2012 VLDB 6.8783832e-05
4,224 Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads 2017 VLDB 6.8214304e-05
4,406 Incremental View Maintenance over Array Data 2017 SIGMOD 6.7191598e-05
4,442 SciQL: Array Data Processing Inside an RDBMS 2013 SIGMOD 6.700604e-05
4,692 ChronosDB: Distributed, File Based, Geospatial Array DBMS 2018 VLDB 6.5602928e-05
4,991 VisualWorldDB: A DBMS for the Visual World 2020 CIDR 6.410552e-05
5,098 LightDB: A DBMS for Virtual Reality Video 2018 VLDB 6.3652221e-05
5,195 Tensor Relational Algebra for Distributed Machine Learning System Design 2021 VLDB 6.3232105e-05
5,233 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.3054877e-05
5,534 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 6.1831004e-05
6,004 Data Ingestion for the Connected World 2017 CIDR 6.0124846e-05
6,030 The BUDS Language for Distributed Bayesian Machine Learning 2017 SIGMOD 6.0009079e-05
6,157 Similarity Join over Array Data 2016 SIGMOD 5.9554363e-05
6,632 DistME: A Fast and Elastic Distributed Matrix Computation Engine using GPUs 2019 SIGMOD 5.8190054e-05
6,831 Incremental Elasticity For Array Databases 2014 SIGMOD 5.7599208e-05
7,662 Measuring and Optimizing Distributed Array Programs 2016 VLDB 5.5732476e-05
7,734 Using VDMS to Index and Search 100M Images 2021 VLDB 5.5563709e-05
8,350 FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation 2022 SIGMOD 5.4460082e-05
8,430 A Demonstration of Iterative Parallel Array Processing in Support of Telescope Image Analysis 2013 VLDB 5.4263087e-05
8,738 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 5.3766157e-05
9,077 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.3251649e-05
9,223 Interactive Search and Exploration of Waveform Data with Searchlight 2016 SIGMOD 5.3038189e-05
9,572 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.2528121e-05
9,580 Storing Matrices on Disk: Theory and Practice Revisited 2011 VLDB 5.2528121e-05
9,585 Hephaestus: Data Reuse for Accelerating Scientific Discovery 2015 CIDR 5.252604e-05
9,675 BlockJoin: Efficient Matrix Partitioning Through Joins 2017 VLDB 5.2380072e-05
10,666 HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture 2025 SIGMOD 5.093636e-05
10,876 BLAEQ: A Multigrid Index for Spatial Query on Geometry Data 2025 VLDB 5.093636e-05
10,912 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 5.093636e-05
10,990 Polaris: An Interactive and Scalable Data Infrastructure for Polar Science 2025 VLDB 5.093636e-05
11,088 RDPro: Distributed Processing of Big Raster Data 2025 VLDB 5.093636e-05
11,537 Redundancy Elimination in Distributed Matrix Computation 2022 SIGMOD 5.093636e-05
11,600 ReMac: A Matrix Computation System with Redundancy Elimination 2022 VLDB 5.093636e-05
11,669 Hybrid Evaluation for Distributed Iterative Matrix Computation 2021 SIGMOD 5.093636e-05
11,964 Demonstrating the BigDAWG Polystore System for Ocean Metagenomic Analysis 2017 CIDR 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
34 The Design Of Postgres 1986 SIGMOD 0.00049302774
1,376 A Demonstration of SciDB: A Science-Oriented DBMS 2009 VLDB 0.00010973814
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