4 papers
Representative Dataset Generation Framework for AI-based Failure Analysis during real-time Validation of Automotive Software Systems
Mohammad Abboush, Christoph Knieke, Andreas Rausch
Recently, thanks to its ability to extract knowledge from historical datasets, the data-driven approach has been widely used in various phases of the system development life cycle.…
Generating Software Architecture Description from Source Code using Reverse Engineering and Large Language Model
Ahmad Hatahet, Christoph Knieke, Andreas Rausch
Software Architecture Descriptions (SADs) are essential for managing the inherent complexity of modern software systems. They enable high-level architectural reasoning, guide desig…
Neurosymbolic Architectural Reasoning: Towards Formal Analysis through Neural Software Architecture Inference
Steffen Herbold, Christoph Knieke, Andreas Rausch +1
Formal analysis to ensure adherence of software to defined architectural constraints is not yet broadly used within software development, due to the effort involved in defining for…
Software Process as a Service: Towards A Software Process Ecosystem
Oliver Greulich, Christoph Knieke, Bassel Rafie +2
In large-scale projects operated in regulated environments, standard development processes are employed to meet strict compliance demands. Since such processes are usually complex,…