Back to papers
Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores
Summary: Evaluation of seven CC algorithms on a main-memory DBMS scaled to 1024 cores reveals universal scalability bottlenecks as core counts rise. Incremental fixes fail; bottlenecks persist, arguing for a DBMS redesign tightly coupled to hardware.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11127
- Venue
- VLDB
- Year
- 2015
- Pagerank
- 0.00018895506
- Overall Rank
- 632 | 95.61%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 16 of 66 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 9,554 |
Bonspiel: Low Tail Latency Transactions in Geo-Distributed Databases |
2025 |
VLDB |
4.3212967e-05 |
| 9,606 |
SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing |
2022 |
VLDB |
4.3136057e-05 |
| 9,751 |
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation |
2023 |
SIGMOD |
4.2856385e-05 |
| 9,758 |
RushMon: Real-time Isolation Anomalies Monitoring |
2018 |
SIGMOD |
4.2854903e-05 |
| 9,827 |
Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces |
2023 |
VLDB |
4.2710095e-05 |
| 9,903 |
TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads |
2023 |
VLDB |
4.2539423e-05 |
| 10,056 |
Brook-2PL: Tolerating High Contention Workloads with A Deadlock-Free Two-Phase Locking Protocol |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,428 |
TXSQL: Lock Optimizations Towards High Contented Workloads |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,551 |
Dandelion: Smaller Clusters, Bigger Speeds—Distributed Transactions Redefined |
2025 |
VLDB |
4.1905499e-05 |
| 10,559 |
A Hybrid Approach to Integrating Deterministic and Non-deterministic Concurrency Control in Database Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,649 |
Using Read Promotion and Mixed Isolation Levels for Performant Yet Serializable Execution of Transaction Programs |
2025 |
VLDB |
4.1905499e-05 |
| 10,668 |
Rebirth-Retire: A Concurrency Control Protocol Adaptable to Different Levels of Contention |
2025 |
VLDB |
4.1905499e-05 |
| 11,183 |
MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,433 |
AnyDB: An Architecture-less DBMS for Any Workload |
2021 |
CIDR |
4.1905499e-05 |
| 11,784 |
The Next 700 Transaction Processing Engines |
2017 |
SIGMOD |
4.1905499e-05 |
| 11,874 |
JexLog: A Sonar for the Abyss |
2016 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052844656 |
| 88 |
The End of an Architectural Era (It's Time for a Complete Rewrite) |
2007 |
VLDB |
0.0005262025 |
| 124 |
DBMSs On A Modern Processor: Where Does Time Go? |
1999 |
VLDB |
0.0004501099 |
| 136 |
H-Store: A High-Performance, Distributed Main Memory Transaction Processing System |
2008 |
VLDB |
0.00042409816 |
| 145 |
Quickly Generating Billion-Record Synthetic Databases |
1994 |
SIGMOD |
0.00041403894 |
| 215 |
OLTP Through the Looking Glass, and What We Found There |
2008 |
SIGMOD |
0.00033609709 |
| 286 |
High-Performance Concurrency Control Mechanisms for Main-Memory Databases |
2012 |
VLDB |
0.0002894802 |
| 292 |
Shoring Up Persistent Applications |
1994 |
SIGMOD |
0.00028735468 |
| 336 |
Data-Oriented Transaction Execution |
2010 |
VLDB |
0.00027008897 |
| 679 |
Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems |
2012 |
SIGMOD |
0.00018211621 |
| 1,369 |
Aether: A Scalable Approach to Logging |
2010 |
VLDB |
0.0001235533 |
| 1,594 |
PLP: Page Latch-free Shared-everything OLTP |
2011 |
VLDB |
0.00011212541 |
| 1,827 |
Lightweight Locking for Main Memory Database Systems |
2013 |
VLDB |
0.00010389522 |
| 2,437 |
OLTP on Hardware Islands |
2012 |
VLDB |
8.8206221e-05 |
| 2,712 |
A Scalable Lock Manager for Multicores |
2013 |
SIGMOD |
8.2530512e-05 |
| 4,482 |
The bionic DBMS is coming, but what will it look like? |
2013 |
CIDR |
6.1431623e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 11,784 |
The Next 700 Transaction Processing Engines |
2017 |
SIGMOD |
4.1905499e-05 |
| 2,950 |
The Performance Of Concurrency Control Algorithms For Database Management Systems |
1984 |
VLDB |
7.8274188e-05 |
| 2,926 |
Design Principles for Scaling Multi-core OLTP Under High Contention |
2016 |
SIGMOD |
7.8868401e-05 |
| 2,782 |
Database Servers on Chip Multiprocessors: Limitations and Opportunities |
2007 |
CIDR |
8.1278531e-05 |
| 1,431 |
An Empirical Evaluation of In-Memory Multi-Version Concurrency Control |
2017 |
VLDB |
0.00012021808 |
| 5,223 |
Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All |
2017 |
CIDR |
5.617782e-05 |
| 8,858 |
Automatic Contention Detection and Amelioration for Data-Intensive Operations |
2010 |
SIGMOD |
4.4302008e-05 |
| 7,597 |
Parallelism and Concurrency Control Performance in Distributed Database Machines |
1989 |
SIGMOD |
4.6976107e-05 |
| 4,057 |
Scaling Multicore Databases via Constrained Parallel Execution |
2016 |
SIGMOD |
6.4889756e-05 |
| 11,895 |
A Multicore Database Is Not a Distributed System |
2015 |
CIDR |
4.1905499e-05 |