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TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection

Summary: TxnSails: a middle‑tier achieving serializable scheduling via a unified CC that leverages lower isolation levels plus cross‑isolation validation for safe runtime transitions. A learned model selects isolation levels by trading throughput vs validation cost, yielding up to 26.7× vs prior work and 4.8× vs Postgres serializable. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14228
Venue
VLDB
Year
2025
Pagerank
5.1770751e-05
Overall Rank
10,014 | 31.30%
DOI
10.14778/3749646.3749689

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zhuang_vldb25,
        title = {{TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection}},
        author = {Zhuang, Qiyu and Lu, Wei and Liu, Shuang and Chen, Yuxing and Shi, Xinyue and Zhao, Zhanhao and Sun, Yipeng and Pan, Anqun and Du, Xiaoyong},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {4227--4240},
        doi = {10.14778/3749646.3749689},
        url = {https://doi.org/10.14778/3749646.3749689},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,033 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.173224e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
57 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040139242
226 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00024027277
245 Serializable Isolation for Snapshot Databases 2008 SIGMOD 0.00023458287
461 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00018068441
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
733 Serializable Snapshot Isolation in PostgreSQL 2012 VLDB 0.00014533437
760 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.0001425909
867 Coordination Avoidance in Database Systems 2015 VLDB 0.00013511197
1,187 Highly Available Transactions: Virtues and Limitations 2014 VLDB 0.00011760199
1,325 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011147309
1,501 Key Range Locking Strategies for Improved Concurrency 1993 VLDB 0.00010559899
1,700 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.9726588e-05
1,961 Scalable Atomic Visibility with RAMP Transactions 2014 SIGMOD 9.4000927e-05
2,646 Allocating Isolation Levels to Transactions 2005 PODS 8.2970356e-05
2,812 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 8.0979597e-05
3,661 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.2167755e-05
3,940 Quantifying Isolation Anomalies 2009 VLDB 7.0080239e-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
5,431 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.2211765e-05
6,476 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.8686486e-05
7,076 Refactoring Index Tuning Process with Benefit Estimation 2024 VLDB 5.7098893e-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
9,954 Robustness against Read Committed for Transaction Templates 2021 VLDB 5.1895077e-05
9,955 Deciding Robustness for Lower SQL Isolation Levels 2020 PODS 5.1895077e-05
9,956 Making Consistency Protocols Serializable 2019 PODS 5.1895077e-05
10,700 TXSQL: Lock Optimizations Towards High Contented Workloads 2025 SIGMOD 5.093636e-05
11,311 IsoVista: Black-box Checking Database Isolation Guarantees 2024 VLDB 5.093636e-05
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