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Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores

Summary: Evaluates seven OLTP concurrency-control schemes in a simulated 1,024-core main-memory DBMS. All fail to scale, exposing algorithm-specific but implementation-independent bottlenecks and motivating hardware-coupled DBMS redesigns rather than incremental fixes. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h2ca9b4dca890a435
Venue
VLDB
Year
2015
Pagerank
0.00018176701
Overall Rank
445 | 97.01%
DOI
10.14778/2735508.2735509

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yu_vldb15,
        title = {{Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores}},
        author = {Yu, Xiangyao and Bezerra, George and Pavlo, Andrew and Devadas, Srinivas and Stonebraker, Michael},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {3},
        pages = {209--220},
        doi = {10.14778/2735508.2735509},
        url = {https://doi.org/10.14778/2735508.2735509},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 70 citing papers.

Rank Citing Paper Year Venue Pagerank
9,508 PHyTM: Persistent Hybrid Transactional Memory 2017 VLDB 5.1707963e-05
9,791 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1259267e-05
9,869 Bonspiel: Low Tail Latency Transactions in Geo-Distributed Databases 2025 VLDB 5.1176637e-05
9,920 SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing 2022 VLDB 5.1103839e-05
10,072 RushMon: Real-time Isolation Anomalies Monitoring 2018 SIGMOD 5.0859518e-05
10,073 VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation 2023 SIGMOD 5.0856783e-05
10,169 Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces 2023 VLDB 5.0682654e-05
10,203 Rebirth-Retire: A Concurrency Control Protocol Adaptable to Different Levels of Contention 2025 VLDB 5.0609154e-05
10,224 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.0571508e-05
10,549 Brook-2PL: Tolerating High Contention Workloads with A Deadlock-Free Two-Phase Locking Protocol 2026 SIGMOD 4.9793485e-05
10,763 Swan: Hybrid MVCC Management for Efficient Transaction Processing in LSM-Tree-Based Key-Value Stores 2026 VLDB 4.9793485e-05
10,942 One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla 2026 VLDB 4.9793485e-05
11,035 HW-SW Co-Design for Databases in the Age of AI-for-Systems 2026 VLDB 4.9793485e-05
11,134 TXSQL: Lock Optimizations Towards High Contented Workloads 2025 SIGMOD 4.9793485e-05
11,223 Dandelion: Smaller Clusters, Bigger Speeds—Distributed Transactions Redefined 2025 VLDB 4.9793485e-05
11,291 Using Read Promotion and Mixed Isolation Levels for Performant Yet Serializable Execution of Transaction Programs 2025 VLDB 4.9793485e-05
11,701 MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting 2023 SIGMOD 4.9793485e-05
11,935 AnyDB: An Architecture-less DBMS for Any Workload 2021 CIDR 4.9793485e-05
12,279 The Next 700 Transaction Processing Engines 2017 SIGMOD 4.9793485e-05
12,360 JexLog: A Sonar for the Abyss 2016 VLDB 4.9793485e-05
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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
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00048001919
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037859131
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
106 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00033526937
110 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00032700879
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028317906
170 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.0002705961
261 Data-Oriented Transaction Execution 2010 VLDB 0.00022868935
302 Shoring Up Persistent Applications 1994 SIGMOD 0.0002167061
472 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017692264
1,026 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012423267
1,382 PLP: Page Latch-free Shared-everything OLTP 2011 VLDB 0.00010858298
1,432 Lightweight Locking for Main Memory Database Systems 2013 VLDB 0.00010679703
1,972 OLTP on Hardware Islands 2012 VLDB 9.2858692e-05
2,337 A Scalable Lock Manager for Multicores 2013 SIGMOD 8.6158126e-05
4,122 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.7932997e-05
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