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Using probabilities in the formal-methods-based development of safety-critical software has quickened interests in academia and industry. We address this area by our model-driven engineering method for reactive systems SPACE and its…

软件工程 · 计算机科学 2014-04-04 Fenglin Han , Jan Olaf Blech , Peter Herrmann , Heinz Schmidt

Microservice systems are becoming increasingly adopted due to their scalability, decentralized development, and support for continuous integration and delivery (CI/CD). However, this decentralized development by separate teams and…

软件工程 · 计算机科学 2025-12-01 Connor Wojtak , Darek Gajewski , Tomas Cerny

Sensitive computation often has to be performed in a trusted execution environment (TEE), which, in turn, requires tamper-proof hardware. If the computational fabric can be tampered with, we may no longer be able to trust the correctness of…

密码学与安全 · 计算机科学 2017-11-09 Yan Michalevsky , Yonatan Winetraub

Over the past decade, machine learning has demonstrated impressive results, often surpassing human capabilities in sensing tasks relevant to autonomous flight. Unlike traditional aerospace software, the parameters of machine learning models…

机器学习 · 计算机科学 2023-10-06 Jean-Guillaume Durand , Arthur Dubois , Robert J. Moss

This work develops a measurement-driven and model-based formal verification approach, applicable to systems with partly unknown dynamics. We provide a principled method, grounded on reachability analysis and on Bayesian inference, to…

系统与控制 · 计算机科学 2015-09-14 Sofie Haesaert , Paul M. J. Van den Hof , Alessandro Abate

System integration testing is the process of testing a system by the stepwise integration of sub-components. Usually these sub-components are already verified to guarantee their correct functional behavior. By integration of these verified…

软件工程 · 计算机科学 2014-04-29 Susanne Kandl , Martin Elshuber

Engineering models created in Model-Based Systems Engineering (MBSE) environments contain detailed information about system structure and behavior. However, they typically lack symbolic planning semantics such as preconditions, effects, and…

人工智能 · 计算机科学 2025-09-16 Hamied Nabizada , Lasse Beers , Alain Chahine , Felix Gehlhoff , Oliver Niggemann , Alexander Fay

The quality and correct functioning of software components embedded in electronic systems are of utmost concern especially for safety and mission-critical systems. Model-based testing and formal verification techniques can be employed to…

形式语言与自动机理论 · 计算机科学 2019-01-08 Shahbaz Ali , Hailong Sun , Yongwang Zhao

We present pState, a tool for developing "complex" embedded systems by integrating validation into the design process. The goal is to reduce validation time. To this end, qualitative and quantitative properties are specified in system…

软件工程 · 计算机科学 2015-08-18 Bojan Nokovic , Emil Sekerinski

Model-based testing (MBT) promises a scalable solution to testing large systems, if a model is available. Creating these models for large systems, however, has proven to be difficult. Composing larger models from smaller ones could solve…

软件工程 · 计算机科学 2023-11-16 Gijs van Cuyck , Lars van Arragon , Jan Tretmans

Trace analysis can be a useful way to discover problems in a program under test. Rather than writing a special purpose trace analysis tool, this paper proposes that traces can usefully be analysed by checking them against a formal model…

计算机科学中的逻辑 · 计算机科学 2011-11-14 Y. Howard , S. Gruner , A. Gravell , C. Ferreira , J. C. Augusto

Cyber-physical space systems are engineered systems operating within physical space with design requirements that depend on space, e.g., regarding location or movement behavior. They are built from and depend upon the seamless integration…

软件工程 · 计算机科学 2020-07-15 Nianyu Li , Christos Tsigkanos , Zhi Jin , Zhenjiang Hu , Carlo Ghezzi

Testing has become an indispensable activity of software development, yet writing good and relevant tests remains a quite challenging task. One well-known problem is that it often is impossible or unrealistic to test for every outcome, as…

编程语言 · 计算机科学 2017-08-18 Dimitri Racordon , Didier Buchs

Spatial aspects of computation are becoming increasingly relevant in Computer Science, especially in the field of collective adaptive systems and when dealing with systems distributed in physical space. Traditional formal verification…

计算机科学中的逻辑 · 计算机科学 2019-03-14 Vincenzo Ciancia , Diego Latella , Michele Loreti , Mieke Massink

For exhaustive formal verification, industrial-scale cyber-physical systems (CPSs) are often too large and complex, and lightweight alternatives (e.g., monitoring and testing) have attracted the attention of both industrial practitioners…

计算机科学中的逻辑 · 计算机科学 2021-11-10 Masaki Waga

With the advancement of software engineering in recent years, the model checking techniques are widely applied in various areas to do the verification for the system model. However, it is difficult to apply the model checking to verify…

软件工程 · 计算机科学 2019-02-19 Yilong Yang , Xiaoshan Li , Quan Zu

The construction of computer models (mathematical models implemented in computer codes), with respect to observed phenomena, is usually undertaken by building different variants depending on modeller sensibility, and choosing the one…

统计方法学 · 统计学 2018-03-28 Filippo Monari

Execution-based evaluation of LLM-generated code implicitly treats successful execution as a proxy for correctness. In scientific simulation, this proxy is insufficient: a generated input file can run, mesh, and converge while encoding…

机器学习 · 计算机科学 2026-05-12 Zhenghan Song , Yulong Liu , Cheng Wan , Chenjun Li , Lingfu Liu , Yunyi Li , Congcong Yuan

Manufacturing Execution Systems (MES) optimize production and business processes at the same time. However, the engineering and specification of MES is a challenging, interdisciplinary process. Especially IT and production experts with…

系统与控制 · 电气工程与系统科学 2022-12-12 Maria Witsch , Birgit Vogel-Heuser

In this paper, we report on our 5-year's practical experience of designing, developing and then deploying a Model-based Requirements Engineering (MBRE) approach and language in the context of three different large European collaborative…

软件工程 · 计算机科学 2021-05-10 Andrey Sadovykh , Dragos Truscan , Hugo Bruneliere