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June 20 - 22 - Tokyo, Japan
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Wednesday, June 20 • 14:20 - 15:00
Getting Insights from IoT Data with Apache Spark and Apache Bahir - Luciano Resende, IBM & Adriano Arantes, Hitachi

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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.

Speakers
avatar for Adriano S. Arantes

Adriano S. Arantes

Senior Research Scientist, Hitachi
Over 12 years of experience in database management systems involving core database implementation, database design, indexing methods, query processing and optimization, data quality and customer data integration. | Over 5 years of experience working on bioinformatics developing tools... Read More →
avatar for Luciano Resende

Luciano Resende

Data Science Platform Architect, IBM
Luciano Resende is a Data Science Platform Architect at IBM Spark Technology Center. He has been contributing to open source at The ASF for over 10 years, he is a member of ASF and is currently contributing to various big data related Apache projects around the Apache Spark ecosystem... Read More →


Wednesday June 20, 2018 14:20 - 15:00
Private Dining

Attendees (42)