120 citations · 222 across the 12 of their papers we have counts for
4 papers · 1 filter
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers
Harald Foidl, Valentina Golendukhina, Rudolf Ramler +1
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 st…
Towards Automatic Generation of Amplified Regression Test Oracles
Alejandra Duque-Torres, Claus Klammer, Dietmar Pfahl +2
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 cos…
Analysis of Library Dependency Networks of Package Managers Used in iOS Development
Kristiina Rahkema, Dietmar Pfahl, Rudolf Ramler
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…
The Pipeline for the Continuous Development of Artificial Intelligence Models -- Current State of Research and Practice
Monika Steidl, Michael Felderer, Rudolf Ramler
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, con…