MLOps Components, Tools, Process, and Metrics: A Systematic Literature Review

With the growing popularity of machine learning, implementations of the environment for developing and maintaining these models, called MLOps, are becoming more common. The number of publications in this area is relatively small, although growing rapidly. Our goal was to review the current state of...

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Bibliographic Details
Main Authors: Adrian P. Wozniak, Mateusz Milczarek, Joanna Wozniak
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10855428/
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