Cloud Networking for Big Data

This book introduces two basic big data processing paradigms for batch data and streaming data. Representative programming frameworks are also presented, as well as software defined networking (SDN) and network function virtualization (NFV) technologies as key cloud networking technologies.
The authors illustrate that SDN and NFV can be applied to benefit the big data processing by proposing a cloud networking framework. Based on the framework, two case studies examine how to improve the cost efficiency of big data processing.
Cloud Networking for Big Data
targets professionals and researchers working in big data, networks, wireless communications and information technology. Advanced-level students studying computer science and electrical engineering will also find this book valuable as a study guide.

List of contents

Networking Evolution towards Cloud Networking.- Background Introduction.- Fundamental Concepts.- Cloud Networking.- Cost Efficient Big Data Processing in Cloud Networking enabled Data Centers.- Cost Minimization for Big Data Processing in Geo-Distributed Data Centers.- A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-distributed Data Centers.- Conclusion and Future Work.

Summary

This book introduces two basic big data processing paradigms for batch data and streaming data.  Representative programming frameworks are also presented, as well as software defined networking (SDN) and network function virtualization (NFV) technologies as key cloud networking technologies.
The authors illustrate that SDN and NFV can be applied to benefit the big data processing by proposing a cloud networking framework. Based on the framework, two case studies examine how to improve the cost efficiency of big data processing.
Cloud Networking for Big Data
targets professionals and researchers working in big data, networks, wireless communications and information technology.   Advanced-level students studying computer science and electrical engineering will also find this book valuable as a study guide. 

Product details

• Authors: Li Gu, Lin Gu, Song Guo, Dez Zeng, Deze Zeng
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2019
• EAN: 9783319796666
• ISBN: 978-3-31-979666-6
• No. of pages: 102
• Dimensions: 155 mm x 235 mm x 6 mm
• Weight: 190 g
• Illustrations: XIV, 102 p. 37 illus., 1 illus. in color.
• Series: Wireless Networks; Wireless Networks
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; B, Datenbanken, computer science, Database Management, database programming, Computer Communication Networks, Databases, Computer communication systems, streaming data, Cost Efficiency Optimization, Geo-Distributed Data Centers