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