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相关论文: BugSwarm: Mining and Continuously Growing a Datase…

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Benchmarks play an important role in evaluating the efficiency and effectiveness of solutions to automate several phases of the software development lifecycle. Moreover, if well designed, they also serve us well as an important artifact to…

软件工程 · 计算机科学 2019-05-24 Thomas Durieux , Rui Abreu

Datasets play an important role in the advancement of software tools and facilitate their evaluation. BugSwarm is an infrastructure to automatically create a large dataset of real-world reproducible failures and fixes. In this paper, we…

软件工程 · 计算机科学 2019-10-30 David A. Tomassi , Cindy Rubio-González

Benchmarks of bugs are essential to empirically evaluate automatic program repair tools. In this paper, we present Bears, a project for collecting and storing bugs into an extensible bug benchmark for automatic repair studies in Java. The…

软件工程 · 计算机科学 2019-04-04 Fernanda Madeiral , Simon Urli , Marcelo Maia , Martin Monperrus

Testing is one of the most important steps in software development. It ensures the quality of software. Continuous Integration (CI) is a widely used testing system that can report software quality to the developer in a timely manner during…

分布式、并行与集群计算 · 计算机科学 2020-07-22 Jieyang Chen , Qiang Guan , Li-Ta Lo , Patricia Grubel , Tim Randles

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

Datasets such as Defects4J and BugsInPy that contain bugs from real-world software projects are necessary for a realistic evaluation of automated debugging tools. However these datasets largely identify only a single bug in each entry,…

软件工程 · 计算机科学 2024-04-11 Dylan Callaghan , Bernd Fischer

Continuous Integration (CI) enforces repository-level correctness through multi-stage workflows and is central to modern software development, yet diagnosing and repairing CI failures remains challenging. Unlike traditional program repair,…

软件工程 · 计算机科学 2026-05-06 Rabeya Khatun Muna , Md Nakhla Rafi , Tse-Hsun , Chen

High-quality and large-scale repositories of real bugs and their concise patches collected from real-world applications are critical for research in software engineering community. In such a repository, each real bug is explicitly…

软件工程 · 计算机科学 2021-03-02 Yanjie Jiang , Hui Liu , Nan Niu , Lu Zhang , Yamin Hu

Bugs are essential in software engineering; many research studies in the past decades have been proposed to detect, localize, and repair bugs in software systems. Effectiveness evaluation of such techniques requires complex bugs, i.e.,…

软件工程 · 计算机科学 2025-09-10 Ali Reza Ibrahimzada , Yang Chen , Ryan Rong , Reyhaneh Jabbarvand

Bug datasets are vital for enabling deep learning techniques to address software maintenance tasks related to bugs. However, existing bug datasets suffer from precise and scale limitations: they are either small-scale but precise with…

软件工程 · 计算机科学 2024-03-12 He Ye , Zimin Chen , Claire Le Goues

Bug datasets consisting of real-world bugs are important artifacts for researchers and programmers, which lay empirical and experimental foundation for various SE/PL research such as fault localization, software testing, and program repair.…

软件工程 · 计算机科学 2022-07-05 Xuezhi Song , Yun Lin , Siang Hwee Ng , Yijian Wu , Xin Peng , Jin Song Dong , Hong Mei

Software developers attempt to reproduce software bugs to understand their erroneous behaviours and to fix them. Unfortunately, they often fail to reproduce (or fix) them, which leads to faulty, unreliable software systems. However, to…

软件工程 · 计算机科学 2021-08-12 Mohammad Masudur Rahman , Foutse Khomh , Marco Castelluccio

Software plays a crucial role in our daily lives, and therefore the quality and security of software systems have become increasingly important. However, vulnerabilities in software still pose a significant threat, as they can have serious…

软件工程 · 计算机科学 2023-09-18 Chaozheng Wang , Zongjie Li , Yun Peng , Shuzheng Gao , Sirong Chen , Shuai Wang , Cuiyun Gao , Michael R. Lyu

Due to hardware-software co-development in embedded systems, continuous integration (CI) builds frequently fail because of complex cross-compilation, board configurations, and toolchain constraints. Although CI build logs contain valuable…

软件工程 · 计算机科学 2026-05-01 Han Fu , Andreas Ermedahl , Sigrid Eldh , Kristian Wiklund , Philipp Haller , Cyrille Artho

Bug reproduction is critical in the software debugging and repair process, yet the majority of bugs in open-source and industrial settings lack executable tests to reproduce them at the time they are reported, making diagnosis and…

软件工程 · 计算机科学 2026-01-09 Lara Khatib , Noble Saji Mathews , Meiyappan Nagappan

Bug-fix benchmarks are fundamental in advancing various sub-fields of software engineering such as automatic program repair (APR) and fault localization (FL). A good benchmark must include recent examples that accurately reflect…

软件工程 · 计算机科学 2024-03-15 Nuno Saavedra , André Silva , Martin Monperrus

The software industry is experiencing a surge in the adoption of Continuous Integration (CI) practices, both in commercial and open-source environments. CI practices facilitate the seamless integration of code changes by employing automated…

软件工程 · 计算机科学 2024-05-17 Hajer Mhalla , Mohamed Aymen Saied

Bug reports provide critical insights into software quality, yet existing datasets often suffer from limited scope, outdated content, or insufficient metadata for machine learning. To address these limitations, we present GitBugs-a…

软件工程 · 计算机科学 2026-04-30 Avinash Patil , Siru Tao , Aryan Jadon

Software vulnerabilities are constantly being reported and exploited in software products, causing significant impacts on society. In recent years, the main approach to vulnerability detection, fuzzing, has been integrated into the…

软件工程 · 计算机科学 2025-10-21 Tatsuya Shirai , Olivier Nourry , Yutaro Kashiwa , Kenji Fujiwara , Yasutaka Kamei , Hajimu Iida

Incremental and parallel builds are crucial features of modern build systems. Parallelism enables fast builds by running independent tasks simultaneously, while incrementality saves time and computing resources by processing the build…

软件工程 · 计算机科学 2023-12-05 Thodoris Sotiropoulos , Stefanos Chaliasos , Dimitris Mitropoulos , Diomidis Spinellis
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