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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
4388
Venue
SIGMOD
Year
2011
Pagerank
0.00010229691
Overall Rank
1,878 | 86.95%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
731 The TileDB Array Data Storage Manager 2017 VLDB 0.0001743996
1,534 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011462072
2,764 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1607305e-05
3,772 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.7736479e-05
3,909 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.6361093e-05
4,573 Incremental View Maintenance over Array Data 2017 SIGMOD 6.0680332e-05
4,839 ChronosDB: Distributed, File Based, Geospatial Array DBMS 2018 VLDB 5.8821036e-05
5,400 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 5.5262667e-05
5,961 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 5.2510172e-05
6,502 Similarity Join over Array Data 2016 SIGMOD 5.0288901e-05
6,962 Replicated Layout for In-Memory Database Systems 2022 VLDB 4.8771234e-05
7,132 Incremental Elasticity For Array Databases 2014 SIGMOD 4.817779e-05
7,918 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 4.6129625e-05
8,294 sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms 2015 SIGMOD 4.5392079e-05
8,533 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 4.4893996e-05
10,670 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.1905499e-05
11,957 Big Data Research: Will Industry Solve all the Problems? 2015 VLDB 4.1905499e-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 0.0032118946
5 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.0018380955
6 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.0016113151
169 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038967371
319 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027771951
766 Client-Server Paradise 1994 VLDB 0.0001690298
856 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00015845377
926 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00015237787
929 The Pyramid-Technique: Towards Breaking the Curse of Dimensionality 1998 SIGMOD 0.0001523035
1,074 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00014238255
3,653 The Priority R-Tree: A Practically Efficient and Worst-Case Optimal R-Tree 2004 SIGMOD 6.8725114e-05
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8,533 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 4.4893996e-05
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2,764 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1607305e-05
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1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
11,913 Supporting Data Uncertainty in Array Databases 2015 SIGMOD 4.1905499e-05
3,909 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.6361093e-05
7,132 Incremental Elasticity For Array Databases 2014 SIGMOD 4.817779e-05
6,502 Similarity Join over Array Data 2016 SIGMOD 5.0288901e-05
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