Zobrazeno 1 - 10
of 105
pro vyhledávání: '"Ramler, Rudolf"'
Autor:
Steidl, Monika, Dornauer, Benedikt, Felderer, Michael, Ramler, Rudolf, Racasan, Mircea-Cristian, Gattringer, Marko
Deviations from expected behavior during runtime, known as anomalies, have become more common due to the systems' complexity, especially for microservices. Consequently, analyzing runtime monitoring data, such as logs, traces for microservices, and m
Externí odkaz:
http://arxiv.org/abs/2408.07816
Software modernization is an inherent activity of software engineering, as technology advances and systems inevitably become outdated. The term "software modernization" emerged as a research topic in the early 2000s, with a differentiation from tradi
Externí odkaz:
http://arxiv.org/abs/2407.04017
Publikováno v:
Empir Software Eng 29, 53 (2024)
The readability of source code is key for understanding and maintaining software systems and tests. Several studies investigate the readability of source code, but there is limited research on the readability of test code and related influence factor
Externí odkaz:
http://arxiv.org/abs/2403.16639
Data pipelines are an integral part of various modern data-driven systems. However, despite their importance, they are often unreliable and deliver poor-quality data. A critical step toward improving this situation is a solid understanding of the asp
Externí odkaz:
http://arxiv.org/abs/2309.07067
Publikováno v:
SEAA 2023
Regression testing is crucial in ensuring that pure code refactoring does not adversely affect existing software functionality, but it can be expensive, accounting for half the cost of software maintenance. Automated test case generation reduces effo
Externí odkaz:
http://arxiv.org/abs/2307.15527
Reusing existing solutions in the form of third-party libraries is common practice when writing software. Package managers are used to manage dependencies to third-party libraries by automating the process of installing and updating the libraries. Li
Externí odkaz:
http://arxiv.org/abs/2305.10910
Companies struggle to continuously develop and deploy AI models to complex production systems due to AI characteristics while assuring quality. To ease the development process, continuous pipelines for AI have become an active research area where con
Externí odkaz:
http://arxiv.org/abs/2301.09001
Publikováno v:
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
Metamorphic Testing (MT) addresses the test oracle problem by examining the relations between inputs and outputs of test executions. Such relations are known as Metamorphic Relations (MRs). In current practice, identifying and selecting suitable MRs
Externí odkaz:
http://arxiv.org/abs/2205.15780
High data quality is fundamental for today's AI-based systems. However, although data quality has been an object of research for decades, there is a clear lack of research on potential data quality issues (e.g., ambiguous, extraneous values). These k
Externí odkaz:
http://arxiv.org/abs/2203.10384
Autor:
Felderer, Michael, Ramler, Rudolf
The number and importance of AI-based systems in all domains is growing. With the pervasive use and the dependence on AI-based systems, the quality of these systems becomes essential for their practical usage. However, quality assurance for AI-based
Externí odkaz:
http://arxiv.org/abs/2102.05351