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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
4449
Venue
SIGMOD
Year
2011
Pagerank
9.8748669e-05
Overall Rank
1,742 | 88.05%
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
669 The TileDB Array Data Storage Manager 2017 VLDB 0.00015163245
1,250 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011485301
2,389 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.6439053e-05
4,079 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.9188052e-05
4,406 Incremental View Maintenance over Array Data 2017 SIGMOD 6.7191598e-05
4,692 ChronosDB: Distributed, File Based, Geospatial Array DBMS 2018 VLDB 6.5602928e-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
5,584 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 6.1604087e-05
6,157 Similarity Join over Array Data 2016 SIGMOD 5.9554363e-05
6,670 Replicated Layout for In-Memory Database Systems 2022 VLDB 5.8074043e-05
6,831 Incremental Elasticity For Array Databases 2014 SIGMOD 5.7599208e-05
7,961 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 5.5181056e-05
8,535 sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms 2015 SIGMOD 5.4119882e-05
8,738 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 5.3766157e-05
10,912 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 5.093636e-05
12,147 Big Data Research: Will Industry Solve all the Problems? 2015 VLDB 5.093636e-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 0.0020210012
4 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.001157935
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00082404462
155 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00028713176
239 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023674329
724 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00014620119
726 Client-Server Paradise 1994 VLDB 0.0001460632
864 The Pyramid-Technique: Towards Breaking the Curse of Dimensionality 1998 SIGMOD 0.00013522522
868 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00013504796
1,039 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00012474977
3,593 The Priority R-Tree: A Practically Efficient and Worst-Case Optimal R-Tree 2004 SIGMOD 7.2750277e-05
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