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Transaction Scheduling: From Conflicts to Runtime Conflicts

Summary: Proposes runtime-aware scheduling to minimize runtime conflicts in main-memory multicore OLTP, reframing partitioning from static conflict classes to conflict-minimizing execution. Shows NP-completeness, provides an efficient scheduler and proactive deferring for non-batched workloads, delivering up to 294% throughput gains on standard benchmarks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
heef93f3bae47465d
Venue
SIGMOD
Year
2023
Pagerank
5.5645493e-05
Overall Rank
7,283 | 51.06%
DOI
10.1145/3588706

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{cao_sigmod23,
        title = {{Transaction Scheduling: From Conflicts to Runtime Conflicts}},
        author = {Cao, Yang and Fan, Wenfei and Ou, Weijie and Xie, Rui and Zhao, Wenyue},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588706},
        url = {https://dl.acm.org/doi/10.1145/3588706},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
19 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00058759613
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
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030749898
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023915456
261 Data-Oriented Transaction Execution 2010 VLDB 0.0002286084
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
473 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017684278
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016654017
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
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00013916653
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
1,335 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00010991964
1,352 Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019 VLDB 0.00010928386
2,279 Design Principles for Scaling Multi-core OLTP Under High Contention 2016 SIGMOD 8.7047643e-05
2,800 An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems 2014 VLDB 7.988872e-05
3,048 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 7.7087933e-05
3,266 BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases 2016 VLDB 7.4749205e-05
4,067 Transaction Healing: Scaling Optimistic Concurrency Control on Multicores 2016 SIGMOD 6.8196985e-05
4,282 Reducing Database Locking Contention Through Multi-version Concurrency 2014 VLDB 6.6865871e-05
4,437 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.5976634e-05
5,320 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.1813707e-05
6,503 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.7617976e-05
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