Abstract Machine learning (ML) has recently enabled many modeling tasks in design,
manufacturing, and condition monitoring due to its unparalleled learning ability using …

Digital twins are considered among the most important technologies to optimize production
systems and support decision making. To benefit from their functionalities, it is essential to …

Modern production relies on data-based analytics for the prediction and optimization of
production processes. Specialized data scientists perform tasks at companies and research …

In modern data-centric production, multiple sensors, machines, equipment, and systems are
connected providing high variety and amount of data to enable insights to ongoing …

In smart manufacturing, the usage of data is crucial to enable data-based insights, analytics,
and optimizations. Quality and performance of those data-based services directly depend on …

In modern data-centric production, multiple sensors, machines, equipment, and systems are
connected providing a high variety and amount of data to enable insights into ongoing …

This paper describes the results of benchmarking the sensor readings in a real-time
monitoring testing environment. The performance of Redis versus Firebase database is …