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The Vertica Analytic Database: C-Store 7 Years Later

Summary: Describes Vertica, a commercial evolution of C-Store: a distributed, columnar RDBMS combining a classical relational interface, full ACID transactions, and petabyte-scale analytic performance. Distills architectural deviations and deployment lessons from seven years of commercialization. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
10604
Venue
VLDB
Year
2012
Pagerank
0.00026182534
Overall Rank
186 | 98.73%
DOI
10.14778/2367502.2367510

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lamb_vldb12,
        title = {{The Vertica Analytic Database: C-Store 7 Years Later}},
        author = {Lamb, Andrew and Fuller, Matt and Varadarajan, Ramakrishna and Tran, Nga and Vandiver, Ben and Doshi, Lyric and Bear, Chuck},
        journal = {PVLDB},
        series = {{VLDB} '12},
        volume = {5},
        number = {12},
        pages = {1790--1801},
        doi = {10.14778/2367502.2367510},
        url = {https://doi.org/10.14778/2367502.2367510},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 38 of 88 citing papers.

Rank Citing Paper Year Venue Pagerank
5,214 OctopusFS: A Distributed File System with Tiered Storage Management 2017 SIGMOD 6.3129716e-05
5,222 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.3103741e-05
5,229 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.307514e-05
5,255 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 6.2982495e-05
5,469 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.2073056e-05
5,477 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2051869e-05
5,479 MATE: Multi-Attribute Table Extraction 2022 VLDB 6.204351e-05
5,584 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 6.1604087e-05
5,715 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 6.1105343e-05
5,805 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 6.0822211e-05
5,921 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 6.0417538e-05
5,983 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.0206841e-05
6,092 DataXFormer: Leveraging the Web for Semantic Transformations 2015 CIDR 5.9794237e-05
6,336 Heracles: An Efficient Storage Model and Data Flushing for Performance Monitoring Timeseries 2021 VLDB 5.9088937e-05
6,615 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 5.8214312e-05
6,791 MILC: Inverted List Compression in Memory 2017 VLDB 5.7723936e-05
6,848 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.7550624e-05
7,285 Bullion: A Column Store for Machine Learning 2025 CIDR 5.6559604e-05
7,344 Building the Enterprise Fabric for Big Data with Vertica and Spark Integration 2016 SIGMOD 5.638371e-05
7,589 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5907048e-05
7,734 Using VDMS to Index and Search 100M Images 2021 VLDB 5.5563709e-05
8,849 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.3577504e-05
8,893 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 5.3504579e-05
8,947 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.3475158e-05
9,157 Meta's Next-generation Realtime Monitoring and Analytics Platform 2022 VLDB 5.3115153e-05
9,159 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.3114559e-05
9,183 Extending SQL to Return a Subdatabase 2025 SIGMOD 5.3058708e-05
9,258 Data Stream Warehousing in Tidalrace 2015 CIDR 5.29708e-05
9,345 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.284891e-05
9,392 A Step Toward Deep Online Aggregation 2023 SIGMOD 5.2755515e-05
10,067 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 5.1643809e-05
10,355 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 5.093636e-05
10,593 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB 5.093636e-05
10,676 Rapid Data Ingestion through DB-OS Co-design 2025 SIGMOD 5.093636e-05
10,989 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 5.093636e-05
11,609 High-dimensional Data Cubes 2022 VLDB 5.093636e-05
11,996 Fast Searchable Encryption With Tunable Locality 2017 SIGMOD 5.093636e-05
12,259 Designing Query Optimizers for Big Data Problems of The Future 2013 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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