Fog Data Analytics For Iot Applications
Download and Read Fog Data Analytics For Iot Applications full books in PDF, ePUB, and Kindle. Read online free Fog Data Analytics For Iot Applications ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Fog Data Analytics for IoT Applications
Author | : Sudeep Tanwar |
Publisher | : Springer Nature |
Total Pages | : 501 |
Release | : 2020-08-25 |
Genre | : Technology & Engineering |
ISBN | : 9811560447 |
Download Fog Data Analytics for IoT Applications Book in PDF, Epub and Kindle
This book discusses the unique nature and complexity of fog data analytics (FDA) and develops a comprehensive taxonomy abstracted into a process model. The exponential increase in sensors and smart gadgets (collectively referred as smart devices or Internet of things (IoT) devices) has generated significant amount of heterogeneous and multimodal data, known as big data. To deal with this big data, we require efficient and effective solutions, such as data mining, data analytics and reduction to be deployed at the edge of fog devices on a cloud. Current research and development efforts generally focus on big data analytics and overlook the difficulty of facilitating fog data analytics (FDA). This book presents a model that addresses various research challenges, such as accessibility, scalability, fog nodes communication, nodal collaboration, heterogeneity, reliability, and quality of service (QoS) requirements, and includes case studies demonstrating its implementation. Focusing on FDA in IoT and requirements related to Industry 4.0, it also covers all aspects required to manage the complexity of FDA for IoT applications and also develops a comprehensive taxonomy.
Fog Data Analytics for IoT Applications Related Books
Pages: 501
Pages: 512
Pages: 417
Pages: 464
Pages: 616