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Dive into the research topics where Faezeh Amou Najafabadi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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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An Analysis of MLOps Architectures: A Systematic Mapping Study
Amou Najafabadi, F., Bogner, J., Gerostathopoulos, I. & Lago, P., 2024, Software Architecture: 18th European Conference, ECSA 2024, Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Galster, M., Scandurra, P., Mikkonen, T., Oliveira Antonino, P., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-85 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14889 LNCS)(ECSA: European Conference on Software Architecture; vol. 2024).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile467 Downloads (Pure) -
Reference Architecture of MLOps Workflows
Najafabadi, F. A., 2024, Software Architecture. ECSA 2024 Tracks and Workshops: Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Ampatzoglou, A., Pérez, J., Buhnova, B., Lenarduzzi, V., Venters, C. C., Zdun, U., Drira, K., Rebelo, L., Di Pompeo, D., Tucci, M., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 49-57 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14937 LNCS)(ECSA: European Conference on Software Architecture ; vol. 2024).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile532 Downloads (Pure)
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