Continuous Software Engineering Practices in AI/ML Development Past the Narrow Lens of MLOps: Adoption Challenges

Background: Continuous software engineering practices are currently considered state of the art in software engineering (SE). Recently, this interest in continuous SE has extended to ML system development as well, primarily through MLOps. However, little is known about continuous SE in ML developme...

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Bibliographic Details
Main Authors: Sini Vänskä, Kai-Kristian Kemell, Tommi Mikkonen, Pekka Abrahamsson
Format: Article
Language:English
Published: Wroclaw University of Science and Technology 2023-08-01
Series:e-Informatica Software Engineering Journal
Subjects:
Online Access:https://www.e-informatyka.pl/index.php/einformatica/volumes/volume-2024/issue-1/article-2/