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Cloud-Native Transactions and Analytics in SingleStore

Summary: Introduces SingleStoreDB (S2DB), an early distributed HTAP SQL DB for transactional and analytical workloads. Unified storage blends rowstore, columnstore, vectorization, and in-memory buffers with secondary indexes to enable fast scans, updates, and scalable HTAP workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6c388863babaa1c3
Venue
SIGMOD
Year
2022
Pagerank
6.4172712e-05
Overall Rank
4,763 | 68.08%
DOI
10.1145/3514221.3526055
PDF
Download (CC BY-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{prout_sigmod22,
        title = {{Cloud-Native Transactions and Analytics in SingleStore}},
        author = {Prout, Adam and Wang, Szu-Po and Victor, Joseph and Sun, Zhou and Li, Yongzhu and Chen, Jack and Bergeron, Evan and Hanson, Eric and Walzer, Robert and Gomes, Rodrigo and Shamgunov, Nikita},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526055},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526055},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
1,797 SingleStore-V: An Integrated Vector Database System in SingleStore 2024 VLDB 9.6056634e-05
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
5,896 Unified Query Optimization in the Fabric Data Warehouse 2024 SIGMOD 5.9383626e-05
6,612 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.7175793e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
8,610 Mammoths Are Slow: The Overlooked Transactions of Graph Data 2024 VLDB 5.2890649e-05
9,024 Low-Latency Transaction Scheduling via Userspace Interrupts: Why Wait or Yield When You Can Preempt? 2025 SIGMOD 5.2209552e-05
9,830 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1065586e-05
10,109 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0672857e-05
10,348 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 5.0195882e-05
10,400 HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution 2027 SIGMOD 4.9605343e-05
10,806 AQD: Online Adaptive Query Dispatcher for HTAP Databases 2026 VLDB 4.9605343e-05
10,991 OceanBase Bacchus: A High-Performance and Scalable Cloud-Native Shared Storage Architecture for Multi-Cloud 2026 VLDB 4.9605343e-05
11,753 MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting 2023 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00068985264
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00063972112
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038609177
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
438 Optimizing Space Amplification in RocksDB 2017 CIDR 0.00018259155
462 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017825062
894 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013179915
1,327 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011014905
1,387 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.0001080904
1,659 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9440956e-05
2,622 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.1976067e-05
2,895 Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP/OLAP Workloads 2017 VLDB 7.8856044e-05
3,649 The evolution of Amazon Redshift (extended abstract) 2021 VLDB 7.1172165e-05
10,025 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 5.0818547e-05
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