Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study

This repository contains all the data, scripts, and documents that can assist the readers in replicating our research which is currently under submission.

The following are included in this replication package:

The folder ‘data’ includes 4 spreadsheet files containing search results (list of initial papers), snowballing results, data extraction, and data synthesis.

The ‘documents’ folder contains the research design of this study. 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).

All the scripts that help the interested reader to automate parts of the research and synthesis process can be found in the ‘scripts’ folder.

To replicate the process one may consult the protocol.