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Column-oriented Database Systems

Summary: Tutorial overview of column stores: per-column contiguous storage enables compression, dense packing, and fast projection scans, trading off scattered I/O and updates. Surveys their architecture, relationship to row systems, performance, applications, and open research challenges. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
10176
Venue
VLDB
Year
2009
Pagerank
0.00010928358
Overall Rank
1,395 | 90.44%
DOI
10.14778/1687553.1687625

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{abadi_vldb09,
        title = {{Column-oriented Database Systems}},
        author = {Abadi, Daniel J. and Boncz, Peter A. and Harizopoulos, Stavros},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687553.1687625},
        url = {https://doi.org/10.14778/1687553.1687625},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
1,225 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011590013
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.5335988e-05
2,850 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 8.0499212e-05
3,647 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.2271935e-05
4,058 Fast Scans on Key-Value Stores 2017 VLDB 6.9335663e-05
4,089 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.9096857e-05
4,764 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.51896e-05
4,892 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.4574091e-05
6,896 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 5.7440611e-05
7,285 Bullion: A Column Store for Machine Learning 2025 CIDR 5.6559604e-05
8,436 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.4253644e-05
8,794 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.370464e-05
8,849 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.3577504e-05
8,862 Composable Data Management: An Execution Overview 2024 VLDB 5.3554382e-05
9,159 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.3114559e-05
9,510 Efficient Big Data Processing in Hadoop MapReduce 2012 VLDB 5.2576928e-05
9,572 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.2528121e-05
10,509 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 5.093636e-05
10,980 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 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
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
115 A Decomposition Storage Model 1985 SIGMOD 0.00032338948
345 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020656723
630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015591796
761 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014254351
1,455 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010733981
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