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A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems

Summary: HDCC adaptively combines deterministic Calvin and non-deterministic OCC in one DBMS using lock-sharing, global validation, and two-log interleaving to ensure serializability and recovery correctness. A rule-based assignment selects Calvin vs. OCC per workload; up to 3.1x faster on TPC-C/YCSB. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13992
Venue
VLDB
Year
2025
Pagerank
5.318565e-05
Overall Rank
9,130 | 37.37%
DOI
10.14778/3718057.3718066

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{hong_vldb25,
        title = {{A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems}},
        author = {Hong, Yinhao and Zhao, Hongyao and Lu, Wei and Du, Xiaoyong and Chen, Yuxing and Pan, Anqun and Zheng, Lixiong},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {5},
        pages = {1376--1389},
        doi = {10.14778/3718057.3718066},
        url = {https://doi.org/10.14778/3718057.3718066},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,033 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.173224e-05
10,234 Epoch-based Optimistic Concurrency Control in Geo-replicated Databases 2026 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank Cited Paper Year Venue Pagerank
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
57 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040139242
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
172 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00027281663
233 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023815642
260 Models for Studying Concurrency Control Performance: Alternatives and Implications 1985 SIGMOD 0.00023103999
473 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00017900942
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
755 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014326008
760 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.0001425909
903 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.0001332486
1,063 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012343623
1,141 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.0001200422
1,255 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011472627
1,325 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011147309
1,545 Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database 2019 VLDB 0.00010408717
1,700 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.9726588e-05
1,926 An Evaluation of Distributed Concurrency Control 2017 VLDB 9.4705999e-05
2,765 An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems 2014 VLDB 8.1530951e-05
3,013 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.8518631e-05
3,661 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.2167755e-05
3,687 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB 7.2019738e-05
3,786 Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking 2021 SIGMOD 7.1264581e-05
4,297 Graph Analytics Through Fine-Grained Parallelism 2016 SIGMOD 6.7770261e-05
4,356 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.7470661e-05
4,829 Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores 2019 VLDB 6.4882686e-05
6,291 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.9252026e-05
6,372 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.8960213e-05
6,476 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.8686486e-05
7,686 TDSQL: Tencent Distributed Database System 2024 VLDB 5.5676271e-05
8,041 Hybrid Deterministic and Nondeterministic Execution of Transactions in Actor Systems 2022 SIGMOD 5.5016893e-05
8,576 A Study of Database Performance Sensitivity to Experiment Settings 2022 VLDB 5.4095894e-05
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