ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production

One necessary part of Industry 4.0 is the availability and accessibility of data processing pipelines. This paper shows the ongoing development of ML4ProFlow, a framework that brings together the following parts: First, it provides the management of execution environments. Second, it specifies processing modules that focus on reusability and cross-platform usage. Third, it comes with a benchmarking automation to help developers implementing and analyzing modules and their combination. Those three integral parts of the framework are presented and the usability is shown.