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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
0.00010968302
Overall Rank
1,337 | 91.04%
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 0.00043085722
1,212 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011493478
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4145058e-05
2,912 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.8573961e-05
3,663 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 7.1008953e-05
3,982 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.8663329e-05
4,072 Fast Scans on Key-Value Stores 2017 VLDB 6.8070078e-05
4,855 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3657929e-05
5,009 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.3030779e-05
6,688 Composable Data Management: An Execution Overview 2024 VLDB 5.6925768e-05
7,054 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 5.5956321e-05
7,369 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5261972e-05
8,407 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.3219903e-05
8,633 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.2835943e-05
9,031 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.219814e-05
9,367 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.1726624e-05
9,523 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 5.151324e-05
9,728 Efficient Big Data Processing in Hadoop MapReduce 2012 VLDB 5.1205326e-05
9,785 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.115551e-05
10,765 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 4.9605343e-05
10,956 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9605343e-05
10,971 Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files 2026 VLDB 4.9605343e-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 0.00068985264
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039323387
114 A Decomposition Storage Model 1985 SIGMOD 0.00031854546
332 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020739447
635 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015334073
768 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014096379
1,485 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010498393
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