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Column-oriented Database Systems

Summary: Tutorial on column-oriented DBMS: columnar storage with compression and packing enables fast projections, with tradeoffs for scattered reads and updates. Question: are column-stores a new paradigm or old wine, and can row-based systems emulate them? (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9985
Venue
VLDB
Year
2009
Pagerank
0.00011233838
Overall Rank
1,590 | 88.95%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
1,470 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011833779
2,127 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4863172e-05
3,066 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.6221974e-05
4,281 Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads 2021 SIGMOD 6.2940039e-05
4,642 Fast Scans on Key-Value Stores 2017 VLDB 6.0267293e-05
5,088 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 5.7072189e-05
5,301 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5790928e-05
5,338 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 5.5629772e-05
7,112 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 4.8275068e-05
7,469 Bullion: A Column Store for Machine Learning 2025 CIDR 4.7204398e-05
8,487 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 4.4999394e-05
8,786 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 4.4521262e-05
8,834 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 4.4394021e-05
8,856 Composable Data Management: An Execution Overview 2024 VLDB 4.4346165e-05
9,008 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 4.4100992e-05
9,332 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 4.3556432e-05
9,375 Efficient Big Data Processing in Hadoop MapReduce 2012 VLDB 4.347384e-05
10,220 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 4.1945683e-05
10,741 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 4.1945683e-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
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
710 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00017765454
1,026 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014589172
1,653 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00011003558
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