Big Data Analytics for the Internet of Things
Tausifa Jan Saleem, Mohammad Ahsan Chishti · 2021
This introduction presents an overview of the key concepts discussed in the subsequent chapters of this book. The book contains high-quality research articles discussing various aspects of Internet of Things (IoT) data analytics like enabling technologies of IoT data analytics, types of IoT data analytics, challenges in IoT data analytics, etc. It discusses the various supervised and unsupervised machine learning approaches and their highly significant role in the smart analysis of IoT data. The book also discusses the cloud computing framework for IoT data analytics. It unleashes the opportunities created by Deep Learning in IoT data analytics. The book focuses on the use of the concept of personalization to achieve the goal of taking the human-computer interaction to the next level. It describes the role of IoT generated big data in environmental sustainability. The book highlights the IoT security threats and vulnerabilities.