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

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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

CTO, kubeflow.party
Trevor Grant is co-founder of kubeflow.party. He is also a member of the Apache Software Foundation, co-author of Kubeflow for Machine Learning: From Lab to Production, and board member of TecHive, a 501-3c dedicated to helping all women especially those of color grow their leadership... Read More →

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