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cs.SE2026
Architecturally Significant MLOps Guidelines for ML Model Integration and Deployment: a Gray Literature Review
Faezeh Amou Najafabad, Markus Haug, Keerthiga Rajenthiram +2
Context. Despite the growing adoption of Machine Learning Operations (MLOps), teams often approach MLOps projects in an ad hoc manner due to the lack of consolidated architectural…
cs.SE2024
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 +1
Artificial intelligence (AI) permeates all fields of life, which resulted in new challenges in requirements engineering for artificial intelligence (RE4AI), e.g., the difficulty in…