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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
0.00011003776
Overall Rank
1,327 | 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 0.00043160717
1,210 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011527605
1,884 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4388097e-05
2,898 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.8853204e-05
3,657 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1244858e-05
3,972 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.8881464e-05
4,048 Fast Scans on Key-Value Stores 2017 VLDB 6.8304396e-05
4,832 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3895407e-05
4,984 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.3268363e-05
6,670 Composable Data Management: An Execution Overview 2024 VLDB 5.7141674e-05
7,034 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 5.6167737e-05
7,350 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5451228e-05
8,384 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.3421754e-05
8,608 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.3036338e-05
9,012 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.2375369e-05
9,331 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.1922811e-05
9,483 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 5.1708619e-05
9,693 Efficient Big Data Processing in Hadoop MapReduce 2012 VLDB 5.1399537e-05
9,748 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.1349531e-05
10,694 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 4.9793485e-05
10,886 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9793485e-05
10,901 Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files 2026 VLDB 4.9793485e-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 0.00068998927
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.000392237
114 A Decomposition Storage Model 1985 SIGMOD 0.00031928929
331 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.0002077683
634 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015373122
762 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014140446
1,484 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010535051
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