24 citations · 42 across the 4 of their papers we have counts for
4 papers
Adopting Microservices and DevOps in the Cyber-Physical Systems Domain: A Rapid Review and Case Study
Jonas Fritzsch, Justus Bogner, Markus Haug +5
The domain of cyber-physical systems (CPS) has recently seen strong growth, e.g., due to the rise of the Internet of Things (IoT) in industrial domains, commonly referred to as "In…
Capturing Dependencies within Machine Learning via a Formal Process Model
Fabian Ritz, Thomy Phan, Andreas Sedlmeier +7
The development of Machine Learning (ML) models is more than just a special case of software development (SD): ML models acquire properties and fulfill requirements even without di…
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning
Fabian Ritz, Thomy Phan, Robert Müller +8
A characteristic of reinforcement learning is the ability to develop unforeseen strategies when solving problems. While such strategies sometimes yield superior performance, they m…
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier +5
From formal and practical analysis, we identify new challenges that self-adaptive systems pose to the process of quality assurance. When tackling these, the effort spent on various…