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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
0.00026571747
Overall Rank
177 | 98.82%
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 50 of 92 citing papers.

Rank Citing Paper Year Venue Pagerank
325 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00020930941
675 The TileDB Array Data Storage Manager 2017 VLDB 0.00014843089
870 Learning Multi-dimensional Indexes 2020 SIGMOD 0.0001332034
1,039 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012349128
1,281 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 0.00011198917
1,327 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011014905
1,383 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010826996
1,488 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010487094
1,509 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010415166
1,625 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010028153
1,720 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7828414e-05
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,017 An Experimental Study of Bitmap Compression vs. Inverted List Compression 2017 SIGMOD 9.169662e-05
2,167 DIFF: A Relational Interface for Large-Scale Data Explanation 2019 VLDB 8.9166414e-05
2,398 Vertica-ML: Distributed Machine Learning in Vertica Database 2020 SIGMOD 8.5070634e-05
2,474 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3955114e-05
2,622 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.1976067e-05
2,634 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.1797149e-05
2,700 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.096888e-05
2,796 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 7.9849253e-05
2,878 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.8955094e-05
2,891 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.887378e-05
2,910 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.8621757e-05
2,965 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 7.7894987e-05
3,055 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.6896798e-05
3,073 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6660818e-05
3,081 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 7.6515625e-05
3,094 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.637515e-05
3,151 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.5737572e-05
3,404 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.3212594e-05
3,537 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.2010811e-05
3,606 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1528863e-05
3,625 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.1334017e-05
3,788 Evolving Databases for New-Gen Big Data Applications 2017 CIDR 6.9993946e-05
3,853 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.9597694e-05
3,941 Big Metadata: When Metadata is Big Data 2021 VLDB 6.8939123e-05
4,063 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.812902e-05
4,095 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.7952274e-05
4,132 Don’t Hold My Data Hostage – A Case For Client Protocol Redesign 2017 VLDB 6.7741062e-05
4,169 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.7526687e-05
4,172 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.7509765e-05
4,187 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 6.7378942e-05
4,274 Query Optimization in Oracle 12c Database In-Memory 2015 VLDB 6.6754819e-05
4,701 Columnstore and B+ tree – Are Hybrid Physical Designs Important? 2018 SIGMOD 6.44638e-05
4,738 Practical Private Range Search Revisited 2016 SIGMOD 6.4295783e-05
4,754 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.42156e-05
5,009 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.3030779e-05
5,041 MATE: Multi-Attribute Table Extraction 2022 VLDB 6.2899676e-05
5,065 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.2789973e-05
5,097 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 6.2632543e-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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