Towards SWARM: A Smart Water Monitoring System. - Julian Kunze; Vincent Mayer; Lisa Thiergart; Saqib Javed; Patrick Scheppe; Tam Tran; Markus Haug; Mariana Avezum; Bernd Bruegge; Eugène C. Ezin (ICPS, 2020)

Towards a methodological framework for production-ready AI-based software components. - Markus Haug; Justus Bogner (CAIN, 2022)

Towards Immediate Feedback for Security Relevant Code in Development Environments. - Markus Haug; Ana Cristina Franco da Silva; Stefan Wagner 001 (SummerSOC, 2022)

Adopting Microservices and DevOps in the Cyber-Physical Systems Domain: A Rapid Review and Case Study at Siemens AG. - Justus Bogner; Jonas Fritzsch; Markus Haug; Ana Cristina Franco da Silva; Carolin Rubner; Matthias Saft; Horst Sauer; Stefan Wagner 001 (Zenodo, 2022)

Modeling Patient Treatment Trajectories Using Markov Chains for Cost Analysis. - Markus Haug; Raivo Kolde; Marek Oja; Maarja Pajusalu (MIE, 2023)

Towards an Architecture-Centric Methodology for Migrating to Microservices. - Jonas Fritzsch; Justus Bogner; Markus Haug; Stefan Wagner 001; Alfred Zimmermann (XP Workshops, 2023)

Adopting microservices and DevOps in the cyber-physical systems domain: A rapid review and case study. - Jonas Fritzsch; Justus Bogner; Markus Haug; Ana Cristina Franco da Silva; Carolin Rubner; Matthias Saft; Horst Sauer; Stefan Wagner 001 (Softw. Pract. Exp., 2023)

Markov modeling for cost-effectiveness using federated health data network. - Markus Haug; Marek Oja; Maarja Pajusalu; Kerli Mooses; Sulev Reisberg; Jaak Vilo; Antonio Fernández Giménez; Thomas Falconer; Ana Danilovic; Filip Maljkovic; Dalia Dawoud; Raivo Kolde (J. Am. Medical Informatics Assoc., 2024)

How mature is requirements engineering for AI-based systems? A systematic mapping study on practices, challenges, and future research directions. - Umm-e-Habiba; Markus Haug; Justus Bogner; Stefan Wagner 001 (Requir. Eng., 2024)

Performance of Machine Learning Classifiers for Anomaly Detection in Cyber Security Applications. - Markus Haug; Gissel Velarde (CoRR, 2025)