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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
5.5560872e-05
Overall Rank
7,262 | 51.33%
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 0.00058631912
54 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040489652
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036267455
122 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030701814
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023872855
262 Data-Oriented Transaction Execution 2010 VLDB 0.00022832269
270 Models for Studying Concurrency Control Performance: Alternatives and Implications 1985 SIGMOD 0.00022604714
447 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00018126139
474 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017638418
542 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016620527
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015329098
740 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014303858
773 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00014075557
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.0001388084
863 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013368866
1,051 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012262974
1,302 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 0.00011092608
1,320 Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019 VLDB 0.00011021933
2,221 Design Principles for Scaling Multi-core OLTP Under High Contention 2016 SIGMOD 8.807697e-05
2,703 An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems 2014 VLDB 8.0952583e-05
3,045 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 7.7044181e-05
3,275 BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases 2016 VLDB 7.4557654e-05
4,081 Transaction Healing: Scaling Optimistic Concurrency Control on Multicores 2016 SIGMOD 6.801179e-05
4,294 Reducing Database Locking Contention Through Multi-version Concurrency 2014 VLDB 6.6660284e-05
4,450 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.5787041e-05
5,337 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.1613626e-05
6,509 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.7449664e-05
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