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An Analysis of Concurrency Control Protocols for In-Memory Databases with CCBench

Summary: CCBench is a configurable CC analysis platform for in-memory DBs; supports seven protocols and seven optimization methods. Silo can beat TicToc on writes; conflict handling matters; two optimizations: read-phase extension and aggressive GC; code on GitHub. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12235
Venue
VLDB
Year
2020
Pagerank
4.623192e-05
Overall Rank
7,896 | 45.07%
DOI
10.14778/3424573.3424575

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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
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083894938
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408
160 Distributed Database Concurrency Controls Using Before-Values 1981 SIGMOD 0.00039860001
289 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00028938503
340 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026841628
359 Self-Driving Database Management Systems 2017 CIDR 0.0002592783
419 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023720338
635 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00018879031
763 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017025851
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.0001452166
1,069 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00014319266
1,373 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012309902
1,432 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00012017544
1,521 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00011532045
1,692 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.00010901611
1,845 Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019 VLDB 0.00010338323
1,961 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 9.9514005e-05
2,548 An Evaluation of Distributed Concurrency Control 2017 VLDB 8.5652459e-05
3,586 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 6.9435005e-05
3,749 BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases 2016 VLDB 6.7907876e-05
3,788 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 6.7656267e-05
4,054 Scaling Multicore Databases via Constrained Parallel Execution 2016 SIGMOD 6.4919461e-05
4,454 Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads 2018 VLDB 6.1715229e-05
4,633 Transaction Healing: Scaling Optimistic Concurrency Control on Multicores 2016 SIGMOD 6.0340758e-05
5,227 Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All 2017 CIDR 5.6180363e-05
6,529 Transaction Repair for Multi-Version Concurrency Control 2017 SIGMOD 5.0252405e-05
6,585 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.0024028e-05
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