MLOps in Practice: Requirements and a Reference Architecture from Industry

This repository includes the replication package of our grey literature review  and interview-based study on MLOps: requirements and architectures.

1. ***MLOPs.atlproj***   Grounded Theory (codes, groupings and analysis) was performed using the Atlas.ti tool for qualitative data analysis2. ***MLOpsReq.pdf***   Mapping between requirements and sources3. ***Source_Table.pdf***   A summary and meta-data of sources used   3. ***GLR_methodology.png***   The gray literature review methodology flowchart   4. ***Survey_Answers.xlsx***   The questionnaire and answers from six MLOps experts5. ***Interviews***   The scanned images of the notes taken during the interviews 7. ***Approval letter ERB2024JADS13.pdf***   ERB approval letter for interview-based study