Fog Data Analytics for Iot Applications: Next Generation Process Model with State of the Art Technologies - Couverture souple

Livre 74 sur 108: Studies in Big Data
 
9789811560460: Fog Data Analytics for Iot Applications: Next Generation Process Model with State of the Art Technologies
Couverture souple
ISBN 10 : 9811560463 ISBN 13 : 9789811560460
Editeur : Springer Verlag, Singapore, 2021

Synopsis

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 FDAin 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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À propos de l?auteur

Dr. Sudeep Tanwar is an Associate Professor at the Computer Engineering Department at the Institute of Technology of Nirma University, India, and was a Visiting Professor at Jan Wyzykowski University in Polkowice, Poland, and the University of Pitesti, Romani. He received his Ph.D. in Wireless Sensor Networks from the Faculty of Engineering and Technology, Mewar University, India, in 2016. He has received three best research paper awards, including two from top-tier international conferences (IEEE-ICC and IEEE-GLOBECOM). His current interests include routings issues in WSN, blockchain technology, smart grid, and fog computing. He has authored/edited six books: Routing in Heterogeneous Wireless Sensor Networks (ISBN: 978-3-330-02892-0), Big Data Analytics (ISBN: 978-93-83992-25-8), Mobile Computing (ISBN: 978-93-83992-25-6), Energy Conservation for IoT Devices: Concepts, Paradigms and Solutions (ISBN: 978-981-13-7398-5), and Multimedia Big Data Computing for IoT Applications: Concepts, Paradigms and Solutions (ISBN: 978-981-13-8759-3). He is an Associate Editor of the Security and Privacy Journal and is a member of IAENG, ISTE, and CSTA.​

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Verlag, Singapore
Date d'édition
2021
Langue
anglais
ISBN 10 
9811560463
ISBN 13 
9789811560460
Reliure
Broché
Nombre de pages
497
Éditeur
Tanwar Sudeep
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9789811560439: Fog Data Analytics for Iot Applications: Next Generation Process Model With State-of-the-art Technologies

Edition présentée

ISBN 10 :  9811560439 ISBN 13 :  9789811560439
Editeur : Springer Verlag, Singapore, 2020
Couverture rigide