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ArrayStore: A Storage Manager for Complex Parallel Array Processing

Summary: ArrayStore is a storage manager for complex parallel array processing, supporting range queries, joins, and user-defined functions. It evaluates partitioning strategies and proposes a new parallel-access mechanism across adjacent partitions, delivering improved performance over prior approaches on 80GB of real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h798591cce74f50c6
Venue
SIGMOD
Year
2011
Pagerank
9.6688719e-05
Overall Rank
1,774 | 88.08%
DOI
10.1145/1989323.1989351

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{soroush_sigmod11,
        title = {{ArrayStore: A Storage Manager for Complex Parallel Array Processing}},
        author = {Soroush, Emad and Balazinska, Magdalena and Wang, Daniel},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989351},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989351},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
672 The TileDB Array Data Storage Manager 2017 VLDB 0.0001489638
1,255 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011325762
2,422 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4891004e-05
3,930 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.9185978e-05
4,503 Incremental View Maintenance over Array Data 2017 SIGMOD 6.5734419e-05
4,790 ChronosDB: Distributed, File Based, Geospatial Array DBMS 2018 VLDB 6.4134808e-05
5,352 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.1640095e-05
5,666 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 6.0462129e-05
5,702 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 6.0312071e-05
6,149 Similarity Join over Array Data 2016 SIGMOD 5.8706665e-05
6,719 Replicated Layout for In-Memory Database Systems 2022 VLDB 5.6985717e-05
6,966 Incremental Elasticity For Array Databases 2014 SIGMOD 5.6327836e-05
8,088 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 5.3942942e-05
8,704 sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms 2015 SIGMOD 5.2905577e-05
8,900 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 5.2559789e-05
11,306 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.9793485e-05
12,439 Big Data Research: Will Industry Solve all the Problems? 2015 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 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
4 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.0011405675
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.0008122792
154 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00028579704
248 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023189805
741 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00014322786
743 Client-Server Paradise 1994 VLDB 0.00014311524
886 The Pyramid-Technique: Towards Breaking the Curse of Dimensionality 1998 SIGMOD 0.0001325914
887 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00013258595
1,044 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00012332595
3,669 The Priority R-Tree: A Practically Efficient and Worst-Case Optimal R-Tree 2004 SIGMOD 7.1125618e-05
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