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Signal Processing and Networking for Big Data Applications

Signal Processing and Networking for Big Data Applications

Zhu Han, Mingyi Hong, Dan Wang

Cambridge University Press
Publication date : 2017-04-27

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This unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep learning and software architecture, and their application to a wide range of engineering scenarios. Applications discussed in detail include wireless networking, smart grid systems, and sensor networks and cloud computing. This is the ideal text for researchers and practising engineers wanting to solve practical problems involving large amounts of data, and for students looking to grasp the fundamentals of big data analytics.

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About the book

Author

Zhu Han , Mingyi Hong , Dan Wang

Imprint

Cambridge University Press

Collection

n.c

Publication date

2017-04-27

Pages

n.c

Print ISBN

9781107124387

Language

English

Ebook informations

EAN PDF

9781108156547

Price

£136.09

Copy count 0

Print count 0

File size 9247 Ko

Informations accessibility

EAN EPUB

9781108155496

Price

£136.09

Copy count 0

Print count 0

File size 7997 Ko

Informations accessibility

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About author(s)

Zhu Han

Mingyi Hong

Dan Wang

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