Streaming analytics allow to capture, aggregate, and surface factory events at scale. Apache Kafka has been shown to scale to millions of events per seconds. Within this project, we want to establish a data route from equipment in a semiconductor production environment into Kafka. Using schema management, AI techniques and cloud BI, we will establish a real-time digital twin of production that allows drill-down to atomic production state-change.
Technologies: Kafka, R, BI (e.g. Grafana or PowerBI)