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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
4387
Venue
SIGMOD
Year
2011
Pagerank
0.00010239284
Overall Rank
1,876 | 86.96%
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
734 The TileDB Array Data Storage Manager 2017 VLDB 0.00017455248
1,532 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011472681
2,757 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1679384e-05
3,763 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.7801795e-05
3,904 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.6424961e-05
4,574 Incremental View Maintenance over Array Data 2017 SIGMOD 6.0738556e-05
4,839 ChronosDB: Distributed, File Based, Geospatial Array DBMS 2018 VLDB 5.8875955e-05
5,395 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 5.5318806e-05
5,960 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 5.2559595e-05
6,507 Similarity Join over Array Data 2016 SIGMOD 5.0337166e-05
6,984 Replicated Layout for In-Memory Database Systems 2022 VLDB 4.873081e-05
7,134 Incremental Elasticity For Array Databases 2014 SIGMOD 4.822331e-05
7,917 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 4.6173899e-05
8,300 sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms 2015 SIGMOD 4.5435639e-05
8,534 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 4.4937074e-05
10,662 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.1945683e-05
11,949 Big Data Research: Will Industry Solve all the Problems? 2015 VLDB 4.1945683e-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 0.0032169493
5 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.0018397217
6 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.0016162015
168 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038946305
318 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027795661
769 Client-Server Paradise 1994 VLDB 0.00016918508
860 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00015860465
928 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00015247726
931 The Pyramid-Technique: Towards Breaking the Curse of Dimensionality 1998 SIGMOD 0.00015238406
1,076 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00014248449
3,650 The Priority R-Tree: A Practically Efficient and Worst-Case Optimal R-Tree 2004 SIGMOD 6.8783391e-05
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8,534 Translation of Array-Based Loops to Distributed Data-Parallel Programs 2020 VLDB 4.4937074e-05
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2,757 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1679384e-05
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1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
11,905 Supporting Data Uncertainty in Array Databases 2015 SIGMOD 4.1945683e-05
3,904 Progressive Top-k Subarray Query Processing in Array Databases 2019 VLDB 6.6424961e-05
7,134 Incremental Elasticity For Array Databases 2014 SIGMOD 4.822331e-05
6,507 Similarity Join over Array Data 2016 SIGMOD 5.0337166e-05
734 The TileDB Array Data Storage Manager 2017 VLDB 0.00017455248