Kubernetes has become the de facto container orchestrator due to its various functionalities and flexibility. Although Kubernetes documentation is thorough and provides many examples, it is not straight forward to combine all these tutorials and use it to deploy a real-life application with several services from end-to-end. With that, I…

Kubernetes has become the de facto container orchestrator due to its various functionalities and flexibility. Although Kubernetes documentation is thorough and provides many examples, it is not straight forward to combine all these tutorials and use it to deploy a real-life application with several services from end-to-end. With that, I…

Kubernetes has become the de facto container orchestrator due to its various functionalities and flexibility. Although Kubernetes documentation is thorough and provides many examples, it is not straight forward to combine all these tutorials and use it to deploy a real-life application with several services from end-to-end. With that, I…

Co-written by Simon Sander Nowadays, collecting data from every kind of components and systems has already moved in the focus of several industry areas. The automotive industry is one of the pushing sectors accelerating the data logging of millions of cars. This data can contain information about the electrical, mechanical…

This article is a continuation work on previous publication¹: Predicting and Forecasting the Lifetime of Automotive Vehicle Components. Nowadays, vehicle reliability is becoming an ever more important core aspect of automotive engineering to anticipate the trends towards car sharing and autonomous driving. The flawless operation of vehicles for a defined…

Virtual sensors Sensors are units, that measure physical quantities and transform them into — mostly electrical — signals. Nowadays, sensors are omnipresent in nearly every electronic or mechatronic device we use, from smartphones to TVs going through cars. …

In order to develop, train, test or at least investigate data-driven algorithms, a large amount of conclusive data is required. For an automotive application, this means continuous monitoring from thousands of cars from day one to end-of-life, representing millions of driven kilometers. Such a data scientist dream is still economically…

We at COMPREDICT, provide many services to our partners in the Automotive Industry. These services range from in-car software, through managing data lake, to developing and serving AI models in the cloud. …

Today cars “made in Germany” are well known for their robustness and quality standards. But have you ever thought of the fact, that German cars may be overdesigned? In this short article, we want to address the problem of overdesign and a possible solution to the problem. The first step…