Publications

I have (co-)authored over 60 peer-reviewed publications in various journals, conferences, and workshops. These papers have accumulated over 1800 citations and won several awards. In this section, I highlight a few selected studies that I am particularly fond of. For a complete list, please refer to my Google Scholar profile.

Software Engineering for AI (SE4AI)

• F. Amou Najafabadi, J. Bogner, I. Gerostathopoulos, and P. Lago, "An Analysis of MLOps Architectures: A Systematic Mapping Study," in European Conference on Software Architecture (ECSA), Springer Nature Switzerland, 2024, pp. 69-85. doi: 10.1007/978-3-031-70797-1_5.
  Link | Preprint
• H. Järvenpää, P. Lago, J. Bogner, G. Lewis, H. Muccini, and I. Ozkaya, "A Synthesis of Green Architectural Tactics for ML-Enabled Systems," in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, Lisbon Portugal: ACM, Apr. 2024, pp. 130-141. doi: 10.1145/3639475.3640111.
  Link (open access)
• J. Castaño, M.-F. Silverio, X. Franch, and J. Bogner, "Analyzing the Evolution and Maintenance of ML Models on Hugging Face," in Proceedings of the 21st International Conference on Mining Software Repositories, Lisbon Portugal: ACM, Apr. 2024, pp. 607-618. doi: 10.1145/3643991.3644898.
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• J. Castaño, S. Martínez-Fernández, X. Franch, and J. Bogner, "Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study," in 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), New Orleans, LA, USA: IEEE, Oct. 2023, pp. 1-12. doi: 10.1109/ESEM56168.2023.10304801.
  Link | Preprint
• L. Heiland, M. Hauser, and J. Bogner, "Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository," in 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI (CAIN), Melbourne, Australia: IEEE, May 2023, pp. 184-196. doi: 10.1109/CAIN58948.2023.00035.
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• S. Martínez-Fernández, J. Bogner, X. Franch et al., "Software Engineering for AI-Based Systems: A Survey," ACM Transactions on Software Engineering and Methodology, vol. 31, no. 2, pp. 1-59, Apr. 2022, doi: 10.1145/3487043.
  Link | Preprint
• J. Bogner, R. Verdecchia, and I. Gerostathopoulos, "Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study," in 2021 IEEE/ACM International Conference on Technical Debt (TechDebt), IEEE, May 2021, pp. 64-73. doi: 10.1109/TechDebt52882.2021.00016.
  Link | Preprint

Microservices and Web APIs

• J. Bogner, S. Kotstein, D. Abajirov, T. Ernst, and M. Merkel, "RESTRuler: Towards Automatically Identifying Violations of RESTful Design Rules in Web APIs," in 2024 IEEE 21st International Conference on Software Architecture (ICSA), Hyderabad, India: IEEE, Jun. 2024, pp. 123-134. doi: 10.1109/ICSA59870.2024.00020.
  Link | Preprint
• J. Bogner, P. Wójcik, and O. Zimmermann, "How Do Microservice API Patterns Impact Understandability? A Controlled Experiment," in 2024 IEEE 21st International Conference on Software Architecture (ICSA), Hyderabad, India: IEEE, Jun. 2024, pp. 158-169. doi: 10.1109/ICSA59870.2024.00023.
  Link | Preprint
• J. Bogner, S. Kotstein, and T. Pfaff, "Do RESTful API design rules have an impact on the understandability of Web APIs?," Empirical Software Engineering, vol. 28, no. 6, p. 132, Nov. 2023, doi: 10.1007/s10664-023-10367-y.
  Link (open access)
• J. Fritzsch, J. Bogner, M. Haug et al., "Adopting microservices and DevOps in the cyber-physical systems domain: A rapid review and case study," Software: Practice and Experience, vol. 53, no. 3, pp. 790-810, Nov. 2022, doi: 10.1002/spe.3169.
  Link (open access)
• G. Vale, F. F. Correia, E. M. Guerra, T. de Oliveira Rosa, J. Fritzsch, and J. Bogner, "Designing Microservice Systems Using Patterns: An Empirical Study on Quality Trade-Offs," in 2022 IEEE 19th International Conference on Software Architecture (ICSA), IEEE, Mar. 2022, pp. 69-79. doi: 10.1109/ICSA53651.2022.00015.
  Link | Preprint
• J. Bogner, J. Fritzsch, S. Wagner, and A. Zimmermann, "Industry practices and challenges for the evolvability assurance of microservices," Empirical Software Engineering, vol. 26, no. 5, p. 104, Jul. 2021, doi: 10.1007/s10664-021-09999-9.
  Link (open access)

Miscellaneous

• M. Wyrich and J. Bogner, "Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn," in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, Lisbon Portugal: ACM, Apr. 2024, pp. 85-95. doi: 10.1145/3639475.3640113.
  Link (open access)
• M. Wyrich, J. Bogner, and S. Wagner, "40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study," ACM Computing Surveys, p. 3626522, Oct. 2023, doi: 10.1145/3626522.
  Link | Preprint
• J. Fritzsch, M. Wyrich, J. Bogner, and S. Wagner, "Resist the Hype! Practical Recommendations to Cope With Résumé-Driven Development," IEEE Software, pp. 1-8, 2023, doi: 10.1109/MS.2023.3277034.
  Link | Preprint
• J. Bogner and M. Merkel, "To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub," in 2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR), May 2022, pp. 658-669. doi: 10.1145/3524842.3528454.
  Link | Preprint