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portada Fog Data Analytics for iot Applications: Next Generation Process Model With State of the art Technologies (Studies in big Data, 76)
Type
Physical Book
Publisher
Author
Language
English
Pages
497
Format
Paperback
ISBN13
9789811560460
Edition No.
1

Fog Data Analytics for iot Applications: Next Generation Process Model With State of the art Technologies (Studies in big Data, 76)

Tanwar Sudeep (Author) · Springer · Paperback

Fog Data Analytics for iot Applications: Next Generation Process Model With State of the art Technologies (Studies in big Data, 76) - Tanwar Sudeep

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Synopsis "Fog Data Analytics for iot Applications: Next Generation Process Model With State of the art Technologies (Studies in big Data, 76)"

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.

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