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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
5.1967694e-05
Overall Rank
9,305 | 37.46%
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
10,230 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.0547568e-05
10,461 Epoch-based Optimistic Concurrency Control in Geo-replicated Databases 2026 SIGMOD 4.9769913e-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 0.00047996489
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040454492
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036354352
170 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00027054001
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023915456
268 Models for Studying Concurrency Control Performance: Alternatives and Implications 1985 SIGMOD 0.00022664149
444 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.0001817002
635 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015362118
756 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014208768
786 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00013983316
861 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013401147
1,072 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012167865
1,161 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.0001176315
1,260 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011293425
1,335 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00010991964
1,577 Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database 2019 VLDB 0.00010184718
1,694 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.8520416e-05
1,945 An Evaluation of Distributed Concurrency Control 2017 VLDB 9.3239199e-05
2,800 An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems 2014 VLDB 7.988872e-05
3,064 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6883866e-05
3,724 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.0679706e-05
3,751 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB 7.0495774e-05
3,836 Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking 2021 SIGMOD 6.9898745e-05
4,375 Graph Analytics Through Fine-Grained Parallelism 2016 SIGMOD 6.6271654e-05
4,416 Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores 2019 VLDB 6.6067888e-05
4,437 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.5976634e-05
6,383 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.8045104e-05
6,415 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.7905972e-05
6,503 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.7617976e-05
7,833 TDSQL: Tencent Distributed Database System 2024 VLDB 5.441313e-05
8,051 Hybrid Deterministic and Nondeterministic Execution of Transactions in Actor Systems 2022 SIGMOD 5.3982707e-05
8,751 A Study of Database Performance Sensitivity to Experiment Settings 2022 VLDB 5.2857651e-05
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