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Strong isolation guarantees, such as serializability and snapshot isolation, are essential for maintaining data consistency and integrity in modern databases. Verifying whether a database upholds its claimed guarantees is increasingly…

Databases · Computer Science 2025-11-19 Zhiheng Cai , Si Liu , Hengfeng Wei , Yuxing Chen , Anqun Pan

Many distributed applications require transactions. However, transactional protocols that require strong synchronization are costly in large scale environments. Two properties help with scalability of a transactional system: genuine partial…

Distributed, Parallel, and Cluster Computing · Computer Science 2013-06-18 Masoud Saeida Ardekani , Pierre Sutra , Nuno Preguiça , Marc Shapiro

This paper describes our experience implementing PostgreSQL's new serializable isolation level. It is based on the recently-developed Serializable Snapshot Isolation (SSI) technique. This is the first implementation of SSI in a production…

Databases · Computer Science 2012-08-22 Dan R. K. Ports , Kevin Grittner

In order to achieve low latency, high throughput, and partition tolerance, modern databases forgo strong transaction isolation for weak isolation guarantees. However, several production databases have been found to suffer from isolation…

Programming Languages · Computer Science 2025-04-10 Lasse Møldrup , Andreas Pavlogiannis

Snapshot isolation (SI) is a standard transactional consistency model used in databases, distributed systems and software transactional memory (STM). Its semantics is formally defined both declaratively as an acyclicity axiom, and…

Logic in Computer Science · Computer Science 2018-09-28 Azalea Raad , Ori Lahav , Viktor Vafeiadis

Consistency guarantees among concurrently executing transactions in local- and distributed systems, commonly referred to as isolation levels, have been formalized in a number of models. Thus far, no model can reason about executable…

Programming Languages · Computer Science 2025-08-22 Anders Alnor Mathiasen , Léon Gondelman , Léon Ducruet , Amin Timany , Lars Birkedal

This paper introduces a unified model of consistency and isolation that minimizes the gap between how these guarantees are defined and how they are perceived. Our approach is premised on a simple observation: applications view storage…

Distributed, Parallel, and Cluster Computing · Computer Science 2016-09-22 Natacha Crooks , Youer Pu , Lorenzo Alvisi , Allen Clement

Transactional access to databases is an important abstraction allowing programmers to consider blocks of actions (transactions) as executing in isolation. The strongest consistency model is {\em serializability}, which ensures the atomicity…

Logic in Computer Science · Computer Science 2019-05-23 Sidi Mohamed Beillahi , Ahmed Bouajjani , Constantin Enea

Transactional isolation guarantees are crucial for database correctness. However, recent studies have uncovered numerous isolation bugs in production databases. The common black-box approach to isolation checking stresses databases with…

Databases · Computer Science 2025-04-04 Hengfeng Wei , Jiang Xiao , Na Yang , Si Liu , Zijing Yin , Yuxing Chen , Anqun Pan

Serializability (SER) and snapshot isolation (SI) are widely used transactional isolation levels in database systems. The isolation checking problem asks whether a given execution history of a database system satisfies a specified isolation…

Databases · Computer Science 2025-04-03 Hexu Li , Hengfeng Wei , Hongrong Ouyang , Yuxing Chen , Na Yang , Ruohao Zhang , Anqun Pan

The support for transactions is an essential part of a database management system (DBMS). Without this support, the developers are burdened with ensuring atomic execution of a transaction despite failures as well as concurrent accesses to…

Databases · Computer Science 2024-05-29 Daniel Gómez Ferro , Maysam Yabandeh

Isolation bugs, stemming especially from design-level defects, have been repeatedly found in carefully designed and extensively tested production databases over decades. In parallel, various frameworks for modeling database transactions and…

Databases · Computer Science 2025-03-11 Shabnam Ghasemirad , Si Liu , Christoph Sprenger , Luca Multazzu , David Basin

Self-Sovereign Identity (SSI) is a new distributed method for identity management, commonly used to address the problem that users are lack of control over their identities. However, the excessive pursuit of self-sovereignty in the most…

Cryptography and Security · Computer Science 2022-06-13 Qiuyun Lyu , Shaopeng Cheng , Hao Li , Junliang Liu , Yanzhao Shen , Zhen Wang

ANSI SQL-92 defines Isolation Levels in terms of phenomena: Dirty Reads, Non-Repeatable Reads, and Phantoms. This paper shows that these phenomena and the ANSI SQL definitions fail to characterize several popular isolation levels, including…

Databases · Computer Science 2007-05-23 Hal Berenson , Phil Bernstein , Jim Gray , Jim Melton , Elizabeth O'Neil , Patrick O'Neil

In-context learning (ICL) allows LLMs to adapt to new tasks via a few demonstrations, but those demonstrations may contain sensitive data. Differentially private (DP) ICL mechanisms mitigate this risk by injecting noise into the aggregation…

Cryptography and Security · Computer Science 2026-05-11 Yuyang Xia , Ruixuan Liu , Li Xiong

Software fault isolation (SFI) is a popular way to sandbox untrusted software. A key component of SFI is the verifier that checks the untrusted code is written in a subset of the machine language that guarantees it never reads or writes…

Programming Languages · Computer Science 2025-08-25 Matthew Sotoudeh , Zachary Yedidia

Since the first publication of the "OWASP Top 10" (2004), cross-site scripting (XSS) vulnerabilities have always been among the top 5 web application security bugs. Black-box vulnerability scanners are widely used in the industry to…

Cryptography and Security · Computer Science 2014-10-17 Enrico Bazzoli , Claudio Criscione , Federico Maggi , Stefano Zanero

In-vitro tests are an alternative to animal testing for the toxicity of medical devices. Detecting cells as a first step, a cell expert evaluates the growth of cells according to cytotoxicity grade under the microscope. Thus, human fatigue…

Image and Video Processing · Electrical Eng. & Systems 2022-08-09 Marawan Elbatel , Christina Bornberg , Manasi Kattel , Enrique Almar , Claudio Marrocco , Alessandro Bria

As the modern microservice architecture for cloud applications grows in popularity, cloud services are becoming increasingly complex and more vulnerable to misconfiguration and software bugs. Traditional approaches rely on expert input to…

Software Engineering · Computer Science 2026-05-21 Rohan Kumar , Jason Li , Zongshun Zhang , Syed Mohammad Qasim , Gianluca Stringhini , Ayse K. Coskun

In machine learning, the performance of a classifier depends on both the classifier model and the separability/complexity of datasets. To quantitatively measure the separability of datasets, we create an intrinsic measure -- the…

Machine Learning · Computer Science 2021-09-14 Shuyue Guan , Murray Loew
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