IoT Big Data Stream Mining Tutorial BDA 2017 Albert Bifet (@abifet), Gianmarco De Francisci Morales, Joao Gama and Wei Fan Outline 
 IoT Fundamentals of IoT Distributed • • Stream Mining Stream Mining • Distributed Stream • IoT Setting Processing Engines • Classification • Classification • Concept Drift • Regression • Regression Open Source Tools • • Clustering • Applications • Frequent Itemset Mining • Conclusions 2 IoT Fundamentals of Stream Mining Part I IoT Setting 4 INTERNET OF THINGS IoT: sensors and actuators connected by networks to computing systems. Gartner predicts 20.8 billion IoT devices by 2020. • IDC projects 32 billion IoT devices by 2020 • Applications IoT Analytics 6 Applications IoT Analytics 7 IoT versus Big Data 8 IoT Applications For Energy Management 9 IoT Applications For Connected/Smart Home 10