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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
ha8477ac45b2fdf13
Venue
SIGMOD
Year
2016
Pagerank
0.00010991964
Overall Rank
1,335 | 91.03%
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 53 citing papers.

Rank Citing Paper Year Venue Pagerank
786 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00013983316
861 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013401147
1,161 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.0001176315
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,352 Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019 VLDB 0.00010928386
1,694 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.8520416e-05
3,048 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 7.7087933e-05
3,064 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6883866e-05
3,724 Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System 2018 VLDB 7.0679706e-05
3,862 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 6.9623352e-05
3,898 Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads 2018 VLDB 6.9331677e-05
4,023 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 6.8464253e-05
4,173 In-Network Support for Transaction Triaging 2021 VLDB 6.7561241e-05
4,437 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 6.5976634e-05
4,822 Epoch-based Commit and Replication in Distributed OLTP Databases 2021 VLDB 6.3931726e-05
6,183 Plor: General Transactions with Predictable, Low Tail Latency 2022 SIGMOD 5.8567613e-05
6,204 Transaction Repair for Multi-Version Concurrency Control 2017 SIGMOD 5.8486125e-05
6,383 When Private Blockchain Meets Deterministic Database 2023 SIGMOD 5.8045104e-05
6,415 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.7905972e-05
6,503 Bringing Modular Concurrency Control to the Next Level 2017 SIGMOD 5.7617976e-05
6,926 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.6405735e-05
7,004 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 5.621848e-05
7,005 Towards Optimal Transaction Scheduling 2024 VLDB 5.6218081e-05
7,052 Polaris: Enabling Transaction Priority in Optimistic Concurrency Control 2023 SIGMOD 5.6105536e-05
7,283 Transaction Scheduling: From Conflicts to Runtime Conflicts 2023 SIGMOD 5.5645493e-05
7,446 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5227651e-05
7,746 Lotus: Scalable Multi-Partition Transactions on Single-Threaded Partitioned Databases 2022 VLDB 5.4588975e-05
7,887 An Analysis of Concurrency Control Protocols for In-Memory Databases with CCBench 2020 VLDB 5.4312915e-05
7,982 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4114146e-05
8,751 A Study of Database Performance Sensitivity to Experiment Settings 2022 VLDB 5.2857651e-05
9,305 A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems 2025 VLDB 5.1967694e-05
9,614 TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection 2025 VLDB 5.1506861e-05
9,732 Tabular: Efficiently Building Efficient Indexes 2025 VLDB 5.1325223e-05
9,797 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1235001e-05
9,876 Bonspiel: Low Tail Latency Transactions in Geo-Distributed Databases 2025 VLDB 5.115241e-05
10,064 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 5.0851868e-05
10,065 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 5.0851868e-05
10,082 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 5.0806786e-05
10,140 Robustness against Read Committed for Transaction Templates 2021 VLDB 5.0723744e-05
10,210 Rebirth-Retire: A Concurrency Control Protocol Adaptable to Different Levels of Contention 2025 VLDB 5.0585196e-05
10,539 Marlin: Efficient Coordination for Autoscaling Cloud DBMS 2026 SIGMOD 4.9769913e-05
10,580 Focus! Fast On-disk Concurrency-control Using Sketches 2026 SIGMOD 4.9769913e-05
10,773 Swan: Hybrid MVCC Management for Efficient Transaction Processing in LSM-Tree-Based Key-Value Stores 2026 VLDB 4.9769913e-05
11,143 TXSQL: Lock Optimizations Towards High Contented Workloads 2025 SIGMOD 4.9769913e-05
11,253 K2: On Optimizing Distributed Transactions in a Multi-region Data Store with TrueTime Clocks 2025 VLDB 4.9769913e-05
11,275 Oze: Decentralized Graph-based Concurrency Control for Long-running Update Transactions 2025 VLDB 4.9769913e-05
11,289 Fair Transaction Processing for Multi-Tenant Databases 2025 VLDB 4.9769913e-05
11,296 Concurrency Control as a Service 2025 VLDB 4.9769913e-05
11,344 Shifting Transaction Isolation on Graphs: From Systems to Data 2025 VLDB 4.9769913e-05
11,359 Enhancing Transaction Processing through Indirection Skipping 2025 VLDB 4.9769913e-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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