Hybrid computing systems in Industry 4.0

Automated Machine Learning (AutoML) has become a trending topic in the industry due to the implementation of numerous algorithms by groups dedicated to academic research on artificial intelligence (AI) in recent years. AutoML is a tool for streamlining the development of AI solutions in the industry by providing explainable and reproducible results in an automatic and simple way.

It has taken more than two centuries for us to travel from the First Industrial Revolution to the Fourth Industrial Revolution and be able to truly refer to advanced manufacturing. Yes, manufacturing which generates and applies knowledge and experience, combined with state-of-the-art technology and innovations that enable products, production processes and high-value-added services to be created. We’re not really discovering anything new now, just making all the refinements we can since the ultimate aim is to increase the company’s productivity and hence our competitiveness in the market.

The prototype’s days are numbered. Yes, I know, it’s a hackneyed phrase, but this is the reality facing us thanks to the new possibilities Industry 4.0 has on offer. Nowadays there are software solutions able to generate a virtual design of a product or process we wish to test, thereby reducing labor hours and investment substantially.