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The article "Interpolation and SAT-Based Model Checking" (McMillan, 2003) describes a formal-verification algorithm, which was originally devised to verify safety properties of finite-state transition systems. It derives interpolants from…

软件工程 · 计算机科学 2024-03-14 Dirk Beyer , Nian-Ze Lee , Philipp Wendler

In the era of revolution, the development of softwares are increasing daily. The quality of software impacts the most in software development. To ensure the quality of the software it needs to be reviewed and updated. The effectiveness of…

软件工程 · 计算机科学 2021-07-23 Shaykh Siddique

Several important aspects of software product quality can be evaluated using dynamic metrics that effectively capture and reflect the software's true runtime behavior. While the extent of research in this field is still relatively limited,…

软件工程 · 计算机科学 2021-01-12 Amjed Tahir , Stephen G. MacDonell

Background. Within the software industry, it is commonly estimated that software professionals invest a substantial portion of their work hours in the process of understanding existing systems. In this context, an ineffective technical…

软件工程 · 计算机科学 2024-01-19 Fernando Padoan , Ronnie de Souza Santos , Rodrigo Pessoa Medeiros

Utilizing third party software components in the development of new systems became somewhat unfavourable approach among many organizations nowadays. This reluctance is primarily built due to the lack of support to verify the quality…

软件工程 · 计算机科学 2012-10-16 Basem Y. Alkazemi

Context: Over the past decade Software Engineering research has seen a steady increase in survey-based studies, and there are several guidelines providing support for those willing to carry out surveys. The need for auditing survey research…

软件工程 · 计算机科学 2019-01-29 Jefferson Seide Molléri , Kai Petersen , Emilia Mendes

We review state-of-the-art formal methods applied to the emerging field of the verification of machine learning systems. Formal methods can provide rigorous correctness guarantees on hardware and software systems. Thanks to the availability…

编程语言 · 计算机科学 2021-04-22 Caterina Urban , Antoine Miné

Synthetic verification techniques such as generating test cases and reward modelling are common ways to enhance the coding capabilities of large language models (LLM) beyond predefined tests. Additionally, code verification has recently…

人工智能 · 计算机科学 2025-07-31 Aleksander Ficek , Somshubra Majumdar , Vahid Noroozi , Boris Ginsburg

Software system certification presents itself with many challenges, including the necessity to certify the system at the level of functional requirements, code and binary levels, the need to chase down run-time errors, and the need for…

软件工程 · 计算机科学 2007-05-23 Eric Feron , Mardavij Roozbehani

Refactoring is the process of improving the design of existing code by changing its internal structure without affecting its external behaviour, with the main aims of improving the quality of software product. Therefore, there is a belief…

软件工程 · 计算机科学 2015-02-13 S. H. Kannangara , W. M. J. I. Wijayanayake

Unit testing is an important practice that helps ensure the quality of a software system by validating its behavior through a series of test cases. Core to these test cases are assertion statements, which enable software practitioners to…

The well-being of software engineers is increasingly under strain due to the high-stress nature of their roles, which involve complex problem-solving, tight deadlines, and the pressures of rapidly evolving technologies. Despite increasing…

软件工程 · 计算机科学 2025-04-03 Cristina Martinez Montes , Birgit Penzenstadler , Robert Feldt

We present early experiences with defining and validating a software maturity model (SMM) for a distributed, research-driven organization of independent and self-organizing teams of diverse cultures, experience and maturity. The paper…

软件工程 · 计算机科学 2020-09-02 Bartosz Walter , Marcin Wolski , Žarko Stanisavljević , Andrijana Todosijević

When writing software code, developers typically prioritise functionality over security, either consciously or unconsciously through biases and heuristics. This is often attributed to tangible pressures such as client requirements, but…

软件工程 · 计算机科学 2022-05-10 Matthew Ivory

Hardware performance monitoring (HPM) is a crucial ingredient of performance analysis tools. While there are interfaces like LIKWID, PAPI or the kernel interface perf\_event which provide HPM access with some additional features, many…

分布式、并行与集群计算 · 计算机科学 2017-10-12 Thomas Röhl , Jan Eitzinger , Georg Hager , Gerhard Wellein

Teaching agile software development by pairing lectures with hands-on projects has become the norm. This approach poses the problem of grading and evaluating practical project work as well as process conformance during development. Yet, few…

软件工程 · 计算机科学 2018-09-05 Christoph Matthies , Thomas Kowark , Matthias Uflacker , Hasso Plattner

[Context and Motivation]: The quality of requirements specifications impacts subsequent, dependent software engineering activities. Requirements quality defects like ambiguous statements can result in incomplete or wrong features and even…

软件工程 · 计算机科学 2024-05-17 Julian Frattini

In modern industrial settings, advanced acquisition systems allow for the collection of data in the form of profiles, that is, as functional relationships linking responses to explanatory variables. In this context, statistical process…

统计方法学 · 统计学 2025-10-30 Fabio Centofanti

Software architecture is the foundation of a system's ability to achieve various quality attributes, including software performance. However, there lacks comprehensive and in-depth understanding of why and how software architecture and…

软件工程 · 计算机科学 2024-10-24 Yutong Zhao , Lu Xiao , Chenhao Wei , Rick Kazman , Ye Yang

Software Bill of Materials (SBOMs) are increasingly regarded as essential tools for securing software supply chains (SSCs), yet their real-world use and adoption barriers remain poorly understood. This systematic literature review…

软件工程 · 计算机科学 2025-06-06 Eric O'Donoghue , Yvette Hastings , Ernesto Ortiz , A. Redempta Manzi Muneza