Adaptive Optimistic Concurrency Control for Heterogeneous Workloads
Summary: Adaptive Optimistic Concurrency Control (AOCC) selects the cheapest validation method at runtime. It assigns per-transaction and per-operation validators based on operation type and workload characteristics to optimize validation costs for heterogeneous in-memory workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jinwei Guo (East China Normal University)
- 2. Peng Cai (East China Normal University; Guilin University of Electronic Technology)
- 3. Jiahao Wang (East China Normal University)
- 4. Weining Qian (East China Normal University)
- 5. Aoying Zhou (East China Normal University)
BibTeX Citation
@article{guo_vldb19,
title = {{Adaptive Optimistic Concurrency Control for Heterogeneous Workloads}},
author = {Guo, Jinwei and Cai, Peng and Wang, Jiahao and Qian, Weining and Zhou, Aoying},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {5},
pages = {584--596},
doi = {10.14778/3303753.3303763},
url = {https://doi.org/10.14778/3303753.3303763},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,137 | A Transactional Perspective on Execute-order-validate Blockchains | 2020 | SIGMOD | 8.986059e-05 |
| 7,887 | An Analysis of Concurrency Control Protocols for In-Memory Databases with CCBench | 2020 | VLDB | 5.4312915e-05 |
| 9,305 | A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems | 2025 | VLDB | 5.1967694e-05 |
| 10,140 | Robustness against Read Committed for Transaction Templates | 2021 | VLDB | 5.0723744e-05 |
| 11,299 | Using Read Promotion and Mixed Isolation Levels for Performant Yet Serializable Execution of Transaction Programs | 2025 | VLDB | 4.9769913e-05 |
| 11,841 | Robustness Against Read Committed: A Free Transactional Lunch | 2022 | PODS | 4.9769913e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,966 | On Being Optimistic about Real-Time Constraints | 1990 | PODS |
| 2 | 11,296 | Concurrency Control as a Service | 2025 | VLDB |
| 3 | 1,161 | Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores | 2017 | VLDB |
| 4 | 3,266 | BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases | 2016 | VLDB |
| 5 | 2,579 | Empirical Comparison of Database Concurrency Control Schemes | 1983 | VLDB |
| 6 | 4,320 | Experimental Evaluation of Real-Time Optimistic Concurrency Control Schemes | 1991 | VLDB |
| 7 | 4,067 | Transaction Healing: Scaling Optimistic Concurrency Control on Multicores | 2016 | SIGMOD |
| 8 | 2,066 | Efficient Optimistic Concurrency Control Using Loosely Synchronized Clocks | 1995 | SIGMOD |
| 9 | 3,064 | Opportunities for Optimism in Contended Main-Memory Multicore Transactions | 2020 | VLDB |
| 10 | 4,437 | Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All | 2017 | CIDR |