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Taurus MM: bringing multi-master to the cloud

Summary: Taurus MM is a shared-storage, cloud-optimized multi-master DB that improves update scalability while curbing shared-network traffic. Its compact distributed clock and hybrid page/row locking reduce coordination overhead, outperforming Aurora MM and CockroachDB. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13369
Venue
VLDB
Year
2023
Pagerank
6.1036095e-05
Overall Rank
5,739 | 60.63%
DOI
10.14778/3611540.3611542

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{depoutovitch_vldb23,
        title = {{Taurus MM: bringing multi-master to the cloud}},
        author = {Depoutovitch, Alex and Chen, Chong and Larson, Per-Ake and Ng, Jack and Lin, Shu and Xiong, Guanzhu and Lee, Paul and Boctor, Emad and Ren, Samiao and Wu, Lengdong and Zhang, Yuchen and Sun, Calvin},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {12},
        pages = {3488--3500},
        doi = {10.14778/3611540.3611542},
        url = {https://doi.org/10.14778/3611540.3611542},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank Citing Paper Year Venue Pagerank
6,770 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD 5.7783709e-05
7,072 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.7107965e-05
7,873 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.5257163e-05
8,381 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.4377136e-05
8,978 Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases 2025 SIGMOD 5.3406001e-05
10,889 Concurrency Control as a Service 2025 VLDB 5.093636e-05
10,902 Cache Coherence Over Disaggregated Memory 2025 VLDB 5.093636e-05
10,920 Chimera: Mitigating Ownership Transfers in Multi-Primary Shared-Storage Cloud-Native Databases 2025 VLDB 5.093636e-05
11,011 From Scale-Up to Scale-Out: PolarDB’s Journey to Achieving 2 Billion tpmC 2025 VLDB 5.093636e-05
11,016 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
208 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024968157
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
471 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.0001793564
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
1,501 Key Range Locking Strategies for Improved Concurrency 1993 VLDB 0.00010559899
1,926 An Evaluation of Distributed Concurrency Control 2017 VLDB 9.4705999e-05
2,419 Towards a Non-2PC Transaction Management in Distributed Database Systems 2016 SIGMOD 8.6054486e-05
2,918 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9649716e-05
3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 7.6231159e-05
3,418 Implementation of Cluster-wide Logical Clock and Causal Consistency in MongoDB 2019 SIGMOD 7.429422e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 1,463 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD
2 6,770 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD
3 8,418 Starry: Multi-master Transaction Processing on Semi-leader Architecture 2023 VLDB
4 7,873 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB
5 6,811 GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023 SIGMOD
6 73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD
7 10,889 Concurrency Control as a Service 2025 VLDB
8 3,687 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB
9 6,531 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB
10 3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD