Markus Haug

According to our database, Markus Haug authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Supplementary Data for "MLOps Adoption in the Manufacturing Industry: A Case Study with Zeiss SMT".

Markus Haug, Aidin Azamnouri, Manuel Fritz, Lucas Woltmann, Christian Schriever, Stefan Wagner

Dataset, August, 2025

Performance of Machine Learning Classifiers for Anomaly Detection in Cyber Security Applications.

Markus Haug, Gissel Velarde

CoRR, April, 2025

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

Requir. Eng., December, 2024

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

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

Softw. Pract. Exp., March, 2023

Towards an Architecture-Centric Methodology for Migrating to Microservices.

Jonas Fritzsch, Justus Bogner, Markus Haug, Stefan Wagner, Alfred Zimmermann

Proceedings of the Agile Processes in Software Engineering and Extreme Programming - Workshops, 2023

Modeling Patient Treatment Trajectories Using Markov Chains for Cost Analysis.

Markus Haug, Raivo Kolde, Marek Oja, Maarja Pajusalu

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

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

Dataset, July, 2022

Towards Immediate Feedback for Security Relevant Code in Development Environments.

Markus Haug, Ana Cristina Franco da Silva, Stefan Wagner

Proceedings of the Service-Oriented Computing - 16th Symposium and Summer School, 2022

Towards a methodological framework for production-ready AI-based software components.

Markus Haug, Justus Bogner

Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2020

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

Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020