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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 50 of 88 citing papers.

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406 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00019054532
669 The TileDB Array Data Storage Manager 2017 VLDB 0.00015163245
873 Learning Multi-dimensional Indexes 2020 SIGMOD 0.00013481915
1,044 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.0001244236
1,312 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011193166
1,367 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00011014419
1,559 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010362456
1,606 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010228576
1,621 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 0.00010203114
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.8154969e-05
1,824 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 9.6734544e-05
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,161 DIFF: A Relational Interface for Large-Scale Data Explanation 2019 VLDB 9.0606664e-05
2,224 An Experimental Study of Bitmap Compression vs. Inverted List Compression 2017 SIGMOD 8.9183396e-05
2,347 Vertica-ML: Distributed Machine Learning in Vertica Database 2020 SIGMOD 8.7157552e-05
2,563 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.412445e-05
2,597 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.3604418e-05
2,599 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.3583572e-05
2,706 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.2287564e-05
2,755 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.163097e-05
2,866 Optimal Column Layout for Hybrid Workloads 2019 VLDB 8.0175489e-05
2,937 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 7.9435581e-05
3,013 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.8518631e-05
3,071 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.7885156e-05
3,092 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.7679406e-05
3,106 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.7515666e-05
3,137 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 7.7204167e-05
3,246 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.602048e-05
3,552 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.3188008e-05
3,598 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.2718988e-05
3,632 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2368817e-05
3,653 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.2241143e-05
3,692 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.199318e-05
3,819 Evolving Databases for New-Gen Big Data Applications 2017 CIDR 7.0974401e-05
4,036 Don’t Hold My Data Hostage – A Case For Client Protocol Redesign 2017 VLDB 6.9436548e-05
4,065 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.930275e-05
4,102 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.8993947e-05
4,120 Big Metadata: When Metadata is Big Data 2021 VLDB 6.8896959e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.8617165e-05
4,231 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 6.8177976e-05
4,416 Query Optimization in Oracle 12c Database In-Memory 2015 VLDB 6.7150543e-05
4,603 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.6105578e-05
4,625 Practical Private Range Search Revisited 2016 SIGMOD 6.5989597e-05
4,632 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.5938641e-05
4,637 Columnstore and B+ tree – Are Hybrid Physical Designs Important? 2018 SIGMOD 6.592197e-05
4,892 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 6.4574091e-05
4,987 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 6.4112736e-05
5,019 Fast Database Restarts at Facebook 2014 SIGMOD 6.3987706e-05
5,072 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.3753956e-05
5,122 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.3573169e-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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