ApacheCon North America will be held at the Intercontinetal Miami in Miami, Florida. Register now for the event taking place May 16-18, 2017. 
View analytic
Thursday, May 18 • 9:00am - 9:50am
An Apache Based Intelligent IoT Stack for Transportation - Trevor Grant, IBM

Sign up or log in to save this to your schedule and see who's attending!

Feedback form is now closed.
Modern engines are equipped with sensors which improve fuel efficiency, safety, reliability, and other functions. Many commercial IoT stacks address this problem, organizations which require additional customization must pay or to attempt to build their own system. Using Apache Software Foundation projects, the building blocks required to build such a system are already in place; organizations have an alternative to commercial products for their use cases.

In this talk we will show how vehicle telemetry data from and ODB2 sensor can be handled by an Apache Kafka broker, ingested by a stream processor such as Apache Flink, which can leverage the tensor math library Apache Mahout to create an online deep learning algorithm for prediction and prevention of failure with fault warnings, and thus reduce warranty claims.

avatar for Trevor Grant

Trevor Grant

Open Source Evangalist, IBM
Trevor Grant is a PMC Member of the Apache Mahout and Apache Streams projects. In his day job he is an Open Source Evangelist / AI Engineer at IBM. He likes to tinker with computers and math. His major projects at the moment are a set of Tensorflow based generative chatbots trained... Read More →

Thursday May 18, 2017 9:00am - 9:50am

Attendees (19)