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Cloud Computing for Geospatial Big Data Analytics: Intelligent Edge, Fog and Mist Computing: Studies in Big Data, cartea 49

Editat de Himansu Das, Rabindra K. Barik, Harishchandra Dubey, Diptendu Sinha Roy
en Limba Engleză Hardback – 31 ian 2019
This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have been attempting to solve in virtual environments. Some of these problems are of an intractable nature and so efficient technologies like fog, edge and mist computing play an important role in addressing these issues. By exploring emerging advances in cloud computing and big data analytics and their engineering applications, the book enables researchers to understand the mechanisms needed to implement cloud, edge, fog, and mist computing in their own endeavours, and motivates them to examine their own research findings and developments.

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Specificații

ISBN-13: 9783030033583
ISBN-10: 3030033589
Pagini: 311
Ilustrații: XII, 289 p. 93 illus., 73 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.6 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Big Data

Locul publicării:Cham, Switzerland

Cuprins

Big Data Scientific Workflows in the Cloud: Challenges and Future Prospects.- Trust Model based Scheduling of Stochastic Workflows in Cloud and Fog Computing.- Trust-Based Access control in Cloud Computing using Machine Learning.- Cloud Security Ontology (CSO).- Cloud Based Supply Chain Networks – Principles and Practices.- Parallel Computation of a MMDBM algorithm on GPU mining with Big data.- Data Analytics of IoT Enabled Smart Energy Meter in Smart Cities.- A New and Secure Intrusion Detecting system for Detection of Anomalies within the Big Data.- Geospatial Big Data, Analytics and IoT: Challenges, Applications and Potential.- Geocloud4GI: Cloud SDI Model for Geographical Indications Information Infrastructure Network.- The Role of Geospatial Technology with IoT for Precision Agriculture.

Textul de pe ultima copertă

This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have been attempting to solve in virtual environments. Some of these problems are of an intractable nature and so efficient technologies like fog, edge and mist computing play an important role in addressing these issues. By exploring emerging advances in cloud computing and big data analytics and their engineering applications, the book enables researchers to understand the mechanisms needed to implement cloud, edge, fog, and mist computing in their own endeavours, and motivates them to examine their own research findings and developments.

Caracteristici

Covers the state-of-art of theories and applications in cloud computing in several diversified fields Presents the latest research findings in cloud computing, geospatial data, and big data analytics to help identify future challenges Focuses on the recent trends and challenges in employing cloud computing for geospatial big data analytics in intelligent edge, fog, and mist computing