Big Data and Computational Intelligence in Networking 1st Edition by Yulei Wu, Fei Hu, Geyong Min, Albert Zomaya ISBN 9781351651721 1351651722

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Product details:
ISBN 10: 1351651722
ISBN 13: 9781351651721
Author: Yulei Wu, Fei Hu, Geyong Min, Albert Zomaya

Big Data and Computational Intelligence in Networking 1st Edition Table of contents:

PART I: BASICS OF NETWORKED BIG DATA

1. A Survey of Big Data and Computational Intelligence in Networking

2. Some Mathematical Properties of Networks for Big Data

3. Big Geospatial Data and the Geospatial Semantic Web: Current State and Future Opportunities

4. Big Dataover Wireless Networks(WiBi)

PART II: NETWORK ARCHITECTURE FOR BIG DATA TRANSMISSIONS

5. Efficient Big Data Transfer Using Bandwidth Reservation Service in High-Performance Networks

6. A Dynamic Cloud Computing Architecture for Cloud-Assisted Internet of Things in the Era of Big Data

7. Bicriteria Task Scheduling and Resource Allocation for Streaming Big Data Processing in Geo-Distributed Clouds

PART III: ANALYSIS AND PROCESSING OF NETWORKED BIG DATA

8. The ADMM and Its Application to Network Big Data

9. Hyperbolic Big Data Analytics for Dynamic Network Managementand Optimization

10. Predictive Analytics for Network Big Data Using Knowledge-Based Reasoning for Smart Retrieval of Data, Information, Knowledge, and Wisdom (DIKW)

11. Recommendation Systems

12. Coordinate Gradient Descent Methods

13. Data Locality and Dependency for Map Reduce

14. Distributed Machine Learning for Network Big Data

15. Big Data Security: Toward a Hashed Big Graph

PART IV: EMERGING APPLICATIONS OF NETWORKED BIG DATA

16. Mobile Augmented Reality to Enable Intelligent Mall Shopping by Network Data

17. Toward Practical Anomaly Detection in Network Big Data

18. Emerging Applications of Spatial Network Big Data in Transportation

19. On Emerging Use Cases and Techniques in Large Networked Data in Biomedical and Social Media Domain

20. Big Data Analysis for Smart Manufacturing

Index

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Yulei Wu,Fei Hu,Geyong Min,Albert Zomaya,Big Data,Computational Intelligence,Networking