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The practice of unit testing enables programmers to obtain automated feedback on whether a currently edited program is consistent with the expectations specified in test cases. Feedback is most valuable when it happens immediately, as…

软件工程 · 计算机科学 2020-02-21 Toni Mattis , Robert Hirschfeld

Flaky tests that non-deterministically pass or fail waste developer time and slow release cycles. While large language models (LLMs) show promise for automatically repairing flaky tests, existing approaches like FlakyDoctor fail in…

软件工程 · 计算机科学 2025-11-19 Chengpeng Li , Farnaz Behrang , August Shi , Peng Liu

The role of regression testing in software testing is crucial as it ensures that any new modifications do not disrupt the existing functionality and behaviour of the software system. The desired outcome is for regression tests to yield…

软件工程 · 计算机科学 2025-06-09 Xin Sun , Daniel Ståhl , Kristian Sandahl

We propose a method combining machine learning with a static analysis tool (i.e. Infer) to automatically repair source code. Machine Learning methods perform well for producing idiomatic source code. However, their output is sometimes…

软件工程 · 计算机科学 2023-04-24 Ruba Mutasim , Gabriel Synnaeve , David Pichardie , Baptiste Rozière

Context: Technical lag accumulates when software systems fail to keep pace with technological advancements, leading to a deterioration in software quality. Objective: This paper aims to consolidate existing research on technical lag,…

软件工程 · 计算机科学 2026-01-21 Shane K. Panter , Nasir U. Eisty

Synchronization is the Achilles heel of concurrent programs. Synchronization requirement is often used to ensure that the execution of the concurrent program can be serialized. Without synchronization requirement, a program suffers from…

分布式、并行与集群计算 · 计算机科学 2022-10-10 Duong Nguyen , Arya Tanmay Gupta , Sandeep S. Kulkarni

The rapid evolution of Web UI incurs time and effort in UI test maintenance. Prior techniques in Web UI test repair focus on locating the target elements on the new Webpage that match the old ones so that the corresponding broken statements…

软件工程 · 计算机科学 2025-01-23 Zhuolin Xu , Qiushi Li , Shin Hwei Tan

Due to their growing popularity and computational cost, deep neural networks (DNNs) are being targeted for hardware acceleration. A popular architecture for DNN acceleration, adopted by the Google Tensor Processing Unit (TPU), utilizes a…

机器学习 · 计算机科学 2018-02-20 Jeff Zhang , Tianyu Gu , Kanad Basu , Siddharth Garg

Static analysis is a powerful tool for detecting security vulnerabilities and other programming problems. Global taint tracking, in particular, can spot vulnerabilities arising from complicated data flow across multiple functions. However,…

软件工程 · 计算机科学 2023-01-26 Yiu Wai Chow , Max Schäfer , Michael Pradel

Context: Albeit different approaches exist for automated GUI testing of hybrid mobile applications, the practice appears to be not so commonly adopted by developers. A possible reason for such a low diffusion can be the fragility of the…

软件工程 · 计算机科学 2019-07-30 Riccardo Coppola , Luca Ardito , Marco Torchiano

Ensuring the quality of software systems through testing is essential, yet maintaining test cases poses significant challenges and costs. The need for frequent updates to align with the evolving system under test often entails high…

软件工程 · 计算机科学 2025-02-17 Ahmadreza Saboor Yaraghi , Darren Holden , Nafiseh Kahani , Lionel Briand

Software testing is an important issue in software development process to ensure higher quality on the products. Formal methods has been promising on testing reactive systems, specially critical systems, where accuracy is mandatory since…

软件工程 · 计算机科学 2019-08-13 Camila Sonada Gomes , Adilson Luiz Bonifacio

Software testing is sometimes plagued with intermittently failing tests and finding the root causes of such failing tests is often difficult. This problem has been widely studied at the unit testing level for open source software, but there…

软件工程 · 计算机科学 2020-05-15 Per Erik Strandberg , Thomas J Ostrand , Elaine J Weyuker , Wasif Afzal , Daniel Sundmark

The continuous delivery of modern software requires the execution of many automated pipeline jobs. These jobs ensure the frequent release of new software versions while detecting code problems at an early stage. For TELUS, our industrial…

软件工程 · 计算机科学 2025-08-26 Henri Aïdasso , Francis Bordeleau , Ali Tizghadam

Fixing software faults contributes significantly to the cost of software maintenance and evolution. Techniques for reducing these costs require datasets of software faults, as well as an understanding of the faults, for optimal testing and…

软件工程 · 计算机科学 2025-08-13 Dylan Callaghan , Alexandra van der Spuy , Bernd Fischer

Context: Contemporary code review tools are a popular choice for software quality assurance. Using these tools, reviewers are able to post a linkage between two patches during a review discussion. Large development teams that use a…

软件工程 · 计算机科学 2021-06-07 Dong Wang , Raula Gaikovina Kula , Takashi Ishio , Kenichi Matsumoto

Simulators are widely used to test Autonomous Driving Systems (ADS), but their potential flakiness can lead to inconsistent test results. We investigate test flakiness in simulation-based testing of ADS by addressing two key questions: (1)…

软件工程 · 计算机科学 2023-12-01 Mohammad Hossein Amini , Shervin Naseri , Shiva Nejati

Driven by new software development processes and testing in clouds, system and integration testing nowadays tends to produce enormous number of alarms. Such test alarms lay an almost unbearable burden on software testing engineers who have…

软件工程 · 计算机科学 2017-03-03 He Jiang , Xiaochen Li , Zijiang Yang , Jifeng Xuan

App quality has been shown to be the most important indicator of app adoption. To assure quality, developers mainly use testing to find bugs in app and apply structural and GUI test coverage criteria. However, mobile apps have more…

软件工程 · 计算机科学 2019-11-22 Danilo Dominguez Perez , Wei Le

Test-Time Adaptation (TTA) has recently emerged as a promising approach for tackling the robustness challenge under distribution shifts. However, the lack of consistent settings and systematic studies in prior literature hinders thorough…

机器学习 · 计算机科学 2023-06-07 Hao Zhao , Yuejiang Liu , Alexandre Alahi , Tao Lin