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TicToc: Time Traveling Optimistic Concurrency Control

Summary: TicToc is an OCC that removes timestamps by encoding read/write timestamps per tuple and computing a commit timestamp lazily at commit. A protocol lets commit timestamps move forward in logical time, boosting concurrency while preserving serializability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5188
Venue
SIGMOD
Year
2016
Pagerank
0.00011147309
Overall Rank
1,325 | 90.92%
DOI
10.1145/2882903.2882935

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yu_sigmod16,
        title = {{TicToc: Time Traveling Optimistic Concurrency Control}},
        author = {Yu, Xiangyao and Pavlo, Andrew and Sanchez, Daniel and Devadas, Srinivas},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882935},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882935},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 52 citing papers.

Rank Citing Paper Year Venue Pagerank
760 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.0001425909
903 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.0001332486
1,141 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.0001200422
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
1,334 Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019 VLDB 0.00011123567
1,700 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.9726588e-05
2,998 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 7.8727047e-05
3,013 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.8518631e-05
3,661 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.2167755e-05
3,860 Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads 2018 VLDB 7.0670192e-05
3,890 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 7.0435206e-05
3,967 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 6.984665e-05
4,356 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.7470661e-05
4,626 In-Network Support for Transaction Triaging 2021 VLDB 6.5985783e-05
4,869 Epoch-based Commit and Replication in Distributed OLTP Databases 2021 VLDB 6.4709867e-05
6,058 Plor: General Transactions with Predictable, Low Tail Latency 2022 SIGMOD 5.9920075e-05
6,099 Transaction Repair for Multi-Version Concurrency Control 2017 SIGMOD 5.9776969e-05
6,291 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.9252026e-05
6,372 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.8960213e-05
6,476 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.8686486e-05
6,790 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.7724784e-05
6,859 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.7520461e-05
6,916 Polaris: Enabling Transaction Priority in Optimistic Concurrency Control 2023 SIGMOD 5.7401967e-05
7,159 Transaction Scheduling: From Conflicts to Runtime Conflicts 2023 SIGMOD 5.6857508e-05
7,334 Towards Optimal Transaction Scheduling 2024 VLDB 5.6425501e-05
7,765 An Analysis of Concurrency Control Protocols for In-Memory Databases with CCBench 2020 VLDB 5.5499187e-05
7,975 Lotus: Scalable Multi-Partition Transactions on Single-Threaded Partitioned Databases 2022 VLDB 5.515614e-05
7,988 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5113542e-05
8,167 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4745703e-05
8,576 A Study of Database Performance Sensitivity to Experiment Settings 2022 VLDB 5.4095894e-05
9,130 A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems 2025 VLDB 5.318565e-05
9,547 Tabular: Efficiently Building Efficient Indexes 2025 VLDB 5.2528121e-05
9,692 Bonspiel: Low Tail Latency Transactions in Geo-Distributed Databases 2025 VLDB 5.2351259e-05
9,868 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 5.2043672e-05
9,869 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 5.2043672e-05
9,891 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 5.1997534e-05
9,954 Robustness against Read Committed for Transaction Templates 2021 VLDB 5.1895077e-05
10,013 Rebirth-Retire: A Concurrency Control Protocol Adaptable to Different Levels of Contention 2025 VLDB 5.1770751e-05
10,014 TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection 2025 VLDB 5.1770751e-05
10,058 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1664022e-05
10,321 Marlin: Efficient Coordination for Autoscaling Cloud DBMS 2026 SIGMOD 5.093636e-05
10,371 Focus! Fast On-disk Concurrency-control Using Sketches 2026 SIGMOD 5.093636e-05
10,700 TXSQL: Lock Optimizations Towards High Contented Workloads 2025 SIGMOD 5.093636e-05
10,839 K2: On Optimizing Distributed Transactions in a Multi-region Data Store with TrueTime Clocks 2025 VLDB 5.093636e-05
10,864 Oze: Decentralized Graph-based Concurrency Control for Long-running Update Transactions 2025 VLDB 5.093636e-05
10,879 Fair Transaction Processing for Multi-Tenant Databases 2025 VLDB 5.093636e-05
10,889 Concurrency Control as a Service 2025 VLDB 5.093636e-05
10,948 Shifting Transaction Isolation on Graphs: From Systems to Data 2025 VLDB 5.093636e-05
10,965 Enhancing Transaction Processing through Indirection Skipping 2025 VLDB 5.093636e-05
11,386 MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting 2023 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

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