Automotive Linux Summit & Open Source Summit Japan 2018

The Internet of Things (IoT) is all about connected devices that produce and exchange data, and producing insights from these high volumes of data is challenging. On this session, we will start by providing a quick introduction to the MQTT protocol, and focus on using AI and machine learning techniques to provide insights from data collected from IoT devices. We will present some common AI concepts and techniques used by the industry to deploy state-of-the-art smart IoT systems. These techniques allow systems to determined patterns from the data, predict and prevent failures as well as suggest actions that can be used to minimize or avoid IoT device breakdowns on an intelligent way beyond rule-based and database search approaches. We will finish with a demo that puts together all the techniques discussed in an application that uses Apache Spark and Apache Bahir support for MQTT.