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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
hedb6501549cbb085
Venue
VLDB
Year
2025
Pagerank
5.1815858e-05
Overall Rank
9,323 | 37.51%
DOI
10.14778/3718057.3718066
PDF
Download (CC BY-NC-ND 4.0)

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
9,448 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.162056e-05
10,527 Epoch-based Optimistic Concurrency Control in Geo-replicated Databases 2026 SIGMOD 4.9605343e-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
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047937476
54 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040489652
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036267455
172 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00027021768
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023872855
270 Models for Studying Concurrency Control Performance: Alternatives and Implications 1985 SIGMOD 0.00022604714
447 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00018126139
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015329098
740 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014303858
773 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00014075557
863 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013368866
1,051 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012262974
1,158 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.00011744154
1,263 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011270111
1,302 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011092608
1,579 Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database 2019 VLDB 0.00010155728
1,655 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.9502338e-05
1,885 An Evaluation of Distributed Concurrency Control 2017 VLDB 9.4209865e-05
2,703 An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems 2014 VLDB 8.0952583e-05
3,073 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6660818e-05
3,729 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.0449074e-05
3,752 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB 7.0324903e-05
3,838 Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking 2021 SIGMOD 6.9706836e-05
4,395 Graph Analytics Through Fine-Grained Parallelism 2016 SIGMOD 6.6078819e-05
4,431 Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores 2019 VLDB 6.5871432e-05
4,450 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.5787041e-05
5,984 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.9094413e-05
6,424 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.7716515e-05
6,509 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.7449664e-05
7,850 TDSQL: Tencent Distributed Database System 2024 VLDB 5.4233206e-05
8,070 Hybrid Deterministic and Nondeterministic Execution of Transactions in Actor Systems 2022 SIGMOD 5.3804923e-05
8,772 A Study of Database Performance Sensitivity to Experiment Settings 2022 VLDB 5.2683189e-05
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