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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 50 of 92 citing papers.

Rank Citing Paper Year Venue Pagerank
341 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00020539791
672 The TileDB Array Data Storage Manager 2017 VLDB 0.0001489638
868 Learning Multi-dimensional Indexes 2020 SIGMOD 0.00013354403
1,036 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012377471
1,276 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 0.00011239266
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011040617
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010862758
1,487 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010521722
1,513 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010429438
1,622 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010051462
1,723 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7931223e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6259014e-05
2,160 DIFF: A Relational Interface for Large-Scale Data Explanation 2019 VLDB 8.9364035e-05
2,201 An Experimental Study of Bitmap Compression vs. Inverted List Compression 2017 SIGMOD 8.8726671e-05
2,386 Vertica-ML: Distributed Machine Learning in Vertica Database 2020 SIGMOD 8.538263e-05
2,484 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3993882e-05
2,618 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.2217101e-05
2,628 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.2053454e-05
2,689 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.1264718e-05
2,788 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.0133966e-05
2,882 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.9116043e-05
2,952 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 7.8153507e-05
2,966 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.8039817e-05
3,001 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.7667824e-05
3,062 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6920087e-05
3,073 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 7.6777283e-05
3,081 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.6653727e-05
3,140 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.6023603e-05
3,151 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.5906513e-05
3,520 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2360022e-05
3,532 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.2261031e-05
3,599 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1773938e-05
3,649 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.1344087e-05
3,804 Evolving Databases for New-Gen Big Data Applications 2017 CIDR 7.0124332e-05
3,846 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.9851711e-05
3,928 Big Metadata: When Metadata is Big Data 2021 VLDB 6.9192051e-05
4,074 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.8198673e-05
4,112 Don’t Hold My Data Hostage – A Case For Client Protocol Redesign 2017 VLDB 6.7994301e-05
4,137 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.7861661e-05
4,153 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.776246e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.769737e-05
4,172 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 6.7598973e-05
4,260 Query Optimization in Oracle 12c Database In-Memory 2015 VLDB 6.6992663e-05
4,690 Columnstore and B+ tree – Are Hybrid Physical Designs Important? 2018 SIGMOD 6.4687131e-05
4,722 Practical Private Range Search Revisited 2016 SIGMOD 6.4538202e-05
4,733 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.4459155e-05
4,984 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.3268363e-05
5,046 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.3000825e-05
5,087 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 6.2809904e-05
5,127 Fast Database Restarts at Facebook 2014 SIGMOD 6.2608485e-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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