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Big-Data Analytics and Cloud Computing: Theory, Algorithms and Applications
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Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!
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This important and timely text/reference reviews the theoretical concepts, leading-edge techniques and practical tools involved in the latest multi-disciplinary approaches addressing the challenges of big data. Illuminating perspectives from both academia and industry are presented by an international selection of experts in big data science.
Topics and features:
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Describes the innovative advances in theoretical aspects of big data, predictive analytics and cloud-based architectures
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Examines the applications and implementations that utilize big data in cloud architectures
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Surveys the state of the art in architectural approaches to the provision of cloud-based big data analytics functions
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Identifies potential research directions and technologies to facilitate the realization of emerging business models through big data approaches
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Provides relevant theoretical frameworks, empirical research findings, and numerous case studies
- Discusses real-world applications of algorithms and techniques to address the challenges of big datasets
This authoritative volume will be of great interest to researchers, enterprise architects, business analysts, IT infrastructure managers and application developers, who will benefit from the valuable insights offered into the adoption of architectures for big data and cloud computing. The work is also suitable as a textbook for university instructors, with the outline for a possible course structure suggested in the preface.
The editors are all members of the Computing and Mathematics Department at the University of Derby, UK, where
Dr.
Marcello Trovati
serves as a Senior Lecturer in Mathematics,
Dr. Richard Hill
as
a Professor and Head of the Computing and Mathematics Department,
Dr. Ashiq Anjum
as a Professor of Distributed Computing,
Dr. Shao Ying Zhu
as
a Senior Lecturer in Computing, and
Dr. Lu Liu
as a Professor of Distributed Computing. The other publications of the editors include the Springer titles
Guide to Security Assurance for Cloud Computing
,
Guide
to Cloud Computing
and Cloud Computing for Enterprise Architectures
.
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