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A Critique of ANSI SQL Isolation Levels

Summary: ANSI SQL-92 isolation levels critiqued: phenomena-based criteria and locking semantics mischaracterize common levels. Investigates ambiguity, formalizes phenomena, introduces new ones, and defines Snapshot Isolation as a central multiversion isolation type. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2845
Venue
SIGMOD
Year
1995
Pagerank
0.00058720861
Overall Rank
19 | 99.88%
DOI
10.1145/223784.223785

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{berenson_sigmod95,
        title = {{A Critique of ANSI SQL Isolation Levels}},
        author = {Berenson, Hal and Bernstein, Phil and Gray, Jim and Melton, Jim and O'Neil, Elizabeth and O'Neil, Patrick},
        series = {{SIGMOD} '95},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/223784.223785},
        url = {https://dl.acm.org/doi/10.1145/223784.223785},
        year = {1995}
}

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Showing 50 of 135 citing papers.

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12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
164 The Dangers of Replication and a Solution 1996 SIGMOD 0.00027698879
172 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00027281663
233 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023815642
245 Serializable Isolation for Snapshot Databases 2008 SIGMOD 0.00023458287
561 A Case for Flash Memory SSD in Enterprise Database Applications 2008 SIGMOD 0.00016525248
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
662 Building a Database on S3 2008 SIGMOD 0.00015176173
733 Serializable Snapshot Isolation in PostgreSQL 2012 VLDB 0.00014533437
741 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014442062
754 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014327706
755 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014326008
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
903 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.0001332486
966 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012920281
1,000 Unbundling Transaction Services in the Cloud 2009 CIDR 0.000127281
1,063 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012343623
1,141 Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017 VLDB 0.0001200422
1,187 Highly Available Transactions: Virtues and Limitations 2014 VLDB 0.00011760199
1,226 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011589731
1,345 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00011090483
1,406 Middleware-based Database Replication: The Gaps Between Theory and Practice 2008 SIGMOD 0.00010866135
1,423 Consistency Rationing in the Cloud: Pay only when it matters 2009 VLDB 0.00010822279
1,482 Cloudburst: Stateful Functions-as-a-Service 2020 VLDB 0.00010642079
1,545 Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database 2019 VLDB 0.00010408717
1,629 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010184131
1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.0001015538
1,715 On-Line Warehouse View Maintenance 1997 SIGMOD 9.9392931e-05
1,750 Lazy Maintenance of Materialized Views 2007 VLDB 9.8392477e-05
1,754 Middleware based Data Replication providing Snapshot Isolation 2005 SIGMOD 9.8237803e-05
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
1,911 Fast Iterative Graph Computation with Block Updates 2013 VLDB 9.4965133e-05
2,014 Veritas: Shared Verifiable Databases and Tables in the Cloud 2019 CIDR 9.3052282e-05
2,052 ACIDRain: Concurrency-Related Attacks on Database-Backed Web Applications 2017 SIGMOD 9.251901e-05
2,057 Automating the Detection of Snapshot Isolation Anomalies 2007 VLDB 9.2495387e-05
2,098 A Transactional Perspective on Execute-order-validate Blockchains 2020 SIGMOD 9.1706238e-05
2,182 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 9.010121e-05
2,235 Decibel: The Relational Dataset Branching System 2016 VLDB 8.8913373e-05
2,497 Low-Latency Multi-Datacenter Databases using Replicated Commit 2013 VLDB 8.5020762e-05
2,646 Allocating Isolation Levels to Transactions 2005 PODS 8.2970356e-05
2,674 An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse 2006 VLDB 8.2709176e-05
2,805 LogBase: A Scalable Log-structured Database System in the Cloud 2012 VLDB 8.1044134e-05
2,824 Transaction Time Indexing with Version Compression 2008 VLDB 8.0882727e-05
2,850 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 8.0499212e-05
2,866 Optimal Column Layout for Hybrid Workloads 2019 VLDB 8.0175489e-05
3,434 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 7.4172842e-05
3,597 Bit-Sliced Index Arithmetic 2001 SIGMOD 7.2721197e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
99 The Design of the POSTGRES Storage System 1987 VLDB 0.00034506601
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