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Wireless Networks

Mobile Big Data

Authors: Cheng, X., Fang, L., Yang, L., Cui, S.

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  • Provides a comprehensive overview of mobile big data life cycle, including data source & collection, transmission, computing platform, and data-driven applications
  • Includes two case studies  in detail with the real-world collected mobile big data to vividly demonstrate the mobile big data analysis and mining in terms of subscriber privacy and demand forecasting
  • Surveys the supporting infrastructure on communications and networks for mobile big data transmission 
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eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-96116-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-96115-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-07145-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book  provides a comprehensive picture of mobile big data starting from data sources to mobile data driven applications. Mobile Big Data comprises two main components: an overview of mobile big data, and the case studies based on real-world data recently collected by one of the largest mobile network carriers in China.

 In the first component, four areas of mobile big data life cycle are surveyed: data source and collection, transmission, computing platform and applications. In the second component, two case studies are provided, based on the signaling data collected in the cellular core network in terms of subscriber privacy evaluation and demand forecasting for network management. These cases respectively give a vivid demonstration of what  mobile big data looks like, and how it can be analyzed and mined to generate useful and meaningful information and knowledge.

 This book targets researchers, practitioners and professors relevant to this field.  Advanced-level students studying computer science and electrical engineering will also be interested in this book as supplemental reading. 


Reviews

The study shows that the rich set of smartphone sensors currently available enables user identification across datasets collected from different mobile networks. … This text is best suited to graduate-level computer science and engineering students, and to professionals. Summing Up: Recommended. Graduate students, faculty, and professionals. (C. Tappert, Choice, Vol. 46 (9), May, 2019)

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-96116-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-96115-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-07145-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Mobile Big Data
Authors
Series Title
Wireless Networks
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-96116-3
DOI
10.1007/978-3-319-96116-3
Hardcover ISBN
978-3-319-96115-6
Softcover ISBN
978-3-030-07145-5
Series ISSN
2366-1186
Edition Number
1
Number of Pages
XII, 125
Number of Illustrations
1 b/w illustrations, 36 illustrations in colour
Topics