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)
Incoming Non-self Citations Over Time
Authors
- 1. Yinhao Hong (Renmin University of China)
- 2. Hongyao Zhao (Renmin University of China)
- 3. Wei Lu (Renmin University of China)
- 4. Xiaoyong Du (Renmin University of China)
- 5. Yuxing Chen (Tencent)
- 6. Anqun Pan (Tencent)
- 7. Lixiong Zheng (Tencent)
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.
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| 1 | 2,040 | Efficient Optimistic Concurrency Control Using Loosely Synchronized Clocks | 1995 | SIGMOD |
| 2 | 2,533 | Empirical Comparison of Database Concurrency Control Schemes | 1983 | VLDB |
| 3 | 3,198 | Scaling Multicore Databases via Constrained Parallel Execution | 2016 | SIGMOD |
| 4 | 4,176 | An Abstract Model of Database Concurrency Control Algorithms | 1983 | SIGMOD |
| 5 | 10,889 | Concurrency Control as a Service | 2025 | VLDB |
| 6 | 3,013 | Opportunities for Optimism in Contended Main-Memory Multicore Transactions | 2020 | VLDB |
| 7 | 766 | The Case for Determinism in Database Systems | 2010 | VLDB |
| 8 | 7,652 | Mixed concurrency control: Dealing with heterogeneity in distributed database systems | 1988 | VLDB |
| 9 | 2,911 | The Performance of Concurrency Control Algorithms for Database Management Systems | 1984 | VLDB |
| 10 | 6,291 | Adaptive Optimistic Concurrency Control for Heterogeneous Workloads | 2019 | VLDB |