We investigate the functionalities of 13 MLOps Tools. Our results show that most MLOps Tools support the same features but apply different approaches.
This paper provides an overview, feature analysis, and com- parison of the MLOps tools available to bridge the different understanding between practitioners and ...
Overall, we investigate the functionalities of 13 MLOps Tools. Our results show that most MLOps Tools support the same features but apply different approaches ...
A Multivocal Literature Review of MLOps Tools and Features
www.researchgate.net › publication › 36...
Tools were found by conducting mapping study and were selected since they were most promising to support an overall systematic literature review process.
Jun 14, 2024 · We conducted a Multivocal Literature Review (MLR) of 150 relevant academic studies and 48 gray literature to provide a comprehensive body of knowledge on MLOps.
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A Multivocal Literature Review of MLOps Tools and Features; Toward End-to-End MLOps Tools Map: A Preliminary Study based on a Multivocal Literature Review ...
Towards Addressing MLOps Pipeline Challenges: Practical Guidelines Based on a Multivocal Literature Review · Prathima Siddappa. Computer Science. 2022. TLDR.
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Compared to other literature reviews that address features, in this paper we look at 70 MLOps platforms and consider features from an SE perspective as a ...
We conducted a systematic literature review (SLR) of MLOps platforms, describing their qualities, features, tactics, and patterns.
This manuscript presents an open-source Machine Learning Operations (MLOps) Template that provides a consistent framework to support collaborative development ...