Research output per year
Research output per year
Personal profile
Personal information
Ilias Gerostathopoulos is a professor in the Department of Computer Science at VUA. He is a member of the Software and Sustainability group. He is the director of the Master Computer Science joint program between VUA and UvA.
Research
Ilias performs research in the area of software engineering, with a focus on software architecture and self-adaptive systems topics. His research studies and tools explore novel ways of designing, implementing, and testing software systems to make them more resilient to changes in their environment and long-lasting.
Teaching
- Adaptive software systems: fundamentals and applications (Master)
- Information Management (Bachelor)
- Quantitative research methods (Honours)
Ancillary activities
- MobyX | Lemessos | Adviseur | 2024-01-01 - present
Ancillary activities are updated daily
Academic qualification
Computer Science, PhD, Model-Driven Development of Software-Intensive Cyber-Physical Systems, Charles University
Award Date: 22 Sept 2015
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 17 Partnerships for the Goals
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An architectural perspective on MLOps: Structures, processes, tools, and stakeholders
Najafabadi, F. A., Bogner, J., Gerostathopoulos, I. & Lago, P., May 2026, In: Information and Software Technology. 193, p. 1-31 31 p., 108029.Research output: Contribution to Journal › Review article › Academic › peer-review
Open Access -
Human-in-the-Loop in MLOps: A Systematic Review on Balancing Automation and Human Oversight
Kluter, L., Kementzey, D., Najafabadi, F. A., Rajenthiram, K. & Gerostathopoulos, I., 2026, 2026 IEEE 23rd International Conference on Software Architecture Companion (ICSA-C): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 237-244 8 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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SURE! A Catalog of Uncertainties and RELAXed Requirements for Self-adaptive Systems
Raibulet, C., Gerostathopoulos, I. & Abdelmukaram, O., 2026, Software Architecture: 19th European Conference, ECSA 2025, Limassol, Cyprus, September 15–19, 2025, Proceedings. Andrikopoulos, V., Pautasso, C., Ali, N., Soldani, J. & Xu, X. (eds.). Springer Nature Switzerland AG, p. 214-223 10 p. (Lecture Notes in Computer Science; vol. 15929 LNCS)(ECSA: European Conference on Software Architecture; vol. 2025).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Ubi-AAL: A Self-Adaptive Ubiquitous Computing System Problem Exemplar in Ambient Assisted Living
Cámara, J., Gerostathopoulos, I., Lestingi, L., Loreti, M., Nakagawa, H., Sirjani, M. & Tei, K., 2026, SEAMS '26: Proceedings of the 21st International Conference on Software Engineering for Adaptive and Self-Managing Systems. Association for Computing Machinery, Inc, p. 270-274 5 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
From Tea Leaves to System Maps: A Survey and Framework on Context-aware Machine Learning Monitoring
Leest, J., Raibulet, C., Lago, P. & Gerostathopoulos, I., 12 Jun 2025.Research output: Working paper / Preprint › Preprint › Academic
Open AccessFile74 Downloads (Pure)
Courses
Projects
- 1 Finished
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EXPeriment driven and user eXPerience oriented analytics for eXtremely Precise outcomes and decisions
Lago, P. (Project Researcher), Gerostathopoulos, I. (Principal Investigator), Amou Najafabadi, F. (Project Researcher), Raibulet, C. (Project Researcher) & Rajenthiram, K. (Project Researcher)
1/01/23 → 28/02/26
Project: Research
Prizes / Grants
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Best Presentation Award
Verdecchia, R. (Recipient), Gerostathopoulos, I. (Recipient) & Bogner, J. (Recipient), 2021
Prize / Grant: Prize › Academic
Datasets
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How do we Evaluate Self-adaptive Software Systems? [replication package]
Gerostathopoulos, I. (Creator), Vogel, T. (Creator), Weyns, D. (Creator) & Lago, P. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4622749, https://zenodo.org/record/4622749
Dataset / Software: Dataset
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Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study
Bogner, J. (Creator), Verdecchia, R. (Creator) & Gerostathopoulos, I. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4457216, https://zenodo.org/record/4457216
Dataset / Software: Dataset