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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
hd715c8aa6ac36b4d
Venue
VLDB
Year
2009
Pagerank
0.00010998855
Overall Rank
1,328 | 91.08%
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 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004314366
1,210 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.0001152237
1,885 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4345374e-05
2,898 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.8816694e-05
3,658 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1211998e-05
3,974 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.8848857e-05
4,047 Fast Scans on Key-Value Stores 2017 VLDB 6.8293103e-05
4,834 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3865472e-05
4,986 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.323845e-05
6,675 Composable Data Management: An Execution Overview 2024 VLDB 5.7114624e-05
7,035 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 5.6141148e-05
7,353 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5424978e-05
8,389 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.3396465e-05
8,615 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.3011231e-05
9,010 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.2371313e-05
9,340 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.1898232e-05
9,494 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 5.168414e-05
9,699 Efficient Big Data Processing in Hadoop MapReduce 2012 VLDB 5.1375205e-05
9,753 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.1325223e-05
10,704 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 4.9769913e-05
10,895 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9769913e-05
10,910 Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files 2026 VLDB 4.9769913e-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 0.0006897844
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039236924
114 A Decomposition Storage Model 1985 SIGMOD 0.00031916625
331 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.0002076806
634 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015367822
762 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014134432
1,485 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010531092
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