An Architectural Perspective on MLOps: Structures, Processes, Tools, and Stakeholders

This dataset contains all the data, scripts, and documents that can assist the readers in replicating our research. The study aims to synthesize a comprehensive architecture of state-of-the-art MLOps systems from a structural perspective (RQ1) and a process perspective (RQ2) as referred to in the manuscript. The following are included in this replication package: - The folder ‘data’ includes 3 spreadsheet files containing search and snowballing results (list of selected papers), data extraction, and data synthesis. - All the scripts that help the interested reader automate parts of the research and synthesis process can be found in the ‘scripts’ folder. To replicate the process, one may consult the methodology section in the manuscript.