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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
hb82f629297c2feef
Venue
VLDB
Year
2012
Pagerank
0.00026611886
Overall Rank
179 | 98.80%
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 42 of 92 citing papers.

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5,159 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.2482448e-05
5,213 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.2250048e-05
5,276 MATE: Multi-Attribute Table Extraction 2022 VLDB 6.2002884e-05
5,288 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.1944376e-05
5,315 OctopusFS: A Distributed File System with Tiered Storage Management 2017 SIGMOD 6.1841352e-05
5,316 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.1836681e-05
5,348 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.1690434e-05
5,373 At-the-time and Back-in-time Persistent Sketches 2021 SIGMOD 6.1569337e-05
5,619 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 6.062554e-05
5,702 Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction 2015 SIGMOD 6.0312071e-05
5,827 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.979772e-05
5,916 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9486769e-05
6,041 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.9063503e-05
6,138 DataXFormer: Leveraging the Web for Semantic Transformations 2015 CIDR 5.8736177e-05
6,449 Heracles: An Efficient Storage Model and Data Flushing for Performance Monitoring Timeseries 2021 VLDB 5.7819723e-05
6,906 MILC: Inverted List Compression in Memory 2017 VLDB 5.6498626e-05
6,970 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6311067e-05
7,160 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5962258e-05
7,350 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5451228e-05
7,485 Building the Enterprise Fabric for Big Data with Vertica and Spark Integration 2016 SIGMOD 5.5126823e-05
7,897 Using VDMS to Index and Search 100M Images 2021 VLDB 5.4317361e-05
8,571 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.3127636e-05
9,012 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.2375369e-05
9,038 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.2331918e-05
9,052 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 5.230408e-05
9,328 Meta's Next-generation Realtime Monitoring and Analytics Platform 2022 VLDB 5.1923392e-05
9,331 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.1922811e-05
9,360 Extending SQL to Return a Subdatabase 2025 SIGMOD 5.1868213e-05
9,432 Data Stream Warehousing in Tidalrace 2015 CIDR 5.1782278e-05
9,561 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB 5.1571823e-05
9,575 A Step Toward Deep Online Aggregation 2023 SIGMOD 5.1571823e-05
9,999 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 5.0979044e-05
10,266 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 5.0493495e-05
10,556 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9793485e-05
10,915 Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL 2026 VLDB 4.9793485e-05
10,916 AutoLiquid: Autonomic Data Layout Optimization for the Databricks Lakehouse 2026 VLDB 4.9793485e-05
10,922 Virtualizing Recursion: Just-In-Time Graph Analytics in a Hyperscale Relational Warehouse 2026 VLDB 4.9793485e-05
10,926 Benchmarking Native In-Database TPCx-AI at 100 Terabytes in Ocient Hyperscale Data Warehouse: An Eight-Use-Case Study of Classical and Statistical ML on Relational Primitives 2026 VLDB 4.9793485e-05
11,117 Rapid Data Ingestion through DB-OS Co-design 2025 SIGMOD 4.9793485e-05
11,917 High-dimensional Data Cubes 2022 VLDB 4.9793485e-05
12,293 Fast Searchable Encryption With Tunable Locality 2017 SIGMOD 4.9793485e-05
12,550 Designing Query Optimizers for Big Data Problems of The Future 2013 VLDB 4.9793485e-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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