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Sakr, Sherif

Handbook of Big Data Technologies

Sakr, Sherif - Handbook of Big Data Technologies, ebook

413,60€

Ebook, PDF with Adobe DRM
ISBN: 9783319493404
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Table of contents

Part I. Fundamentals of Big Data Processing

1. Big Data Storage and Data Models
Dongyao Wu, Sherif Sakr, Liming Zhu

2. Big Data Programming Models
Dongyao Wu, Sherif Sakr, Liming Zhu

3. Programming Platforms for Big Data Analysis
Jiannong Cao, Shailey Chawla, Yuqi Wang, Hanqing Wu

4. Big Data Analysis on Clouds
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio

5. Data Organization and Curation in Big Data
Mohamed Y. Eltabakh

6. Big Data Query Engines
Mohamed A. Soliman

7. Large-Scale Data Stream Processing Systems
Paris Carbone, Gábor E. Gévay, Gábor Hermann, Asterios Katsifodimos, Juan Soto, Volker Markl, Seif Haridi

Part II. Semantic Big Data Management

8. Semantic Data Integration
Michelle Cheatham, Catia Pesquita

9. Linked Data Management
Manfred Hauswirth, Marcin Wylot, Martin Grund, Paul Groth, Philippe Cudré-Mauroux

10. Non-native RDF Storage Engines
Manfred Hauwirth, Marcin Wylot, Martin Grund, Sherif Sakr, Phillippe Cudré-Mauroux

11. Exploratory Ad-Hoc Analytics for Big Data
Julian Eberius, Maik Thiele, Wolfgang Lehner

12. Pattern Matching Over Linked Data Streams
Yongrui Qin, Quan Z. Sheng

13. Searching the Big Data: Practices and Experiences in Efficiently Querying Knowledge Bases
Wei Emma Zhang, Quan Z. Sheng

Part III. Big Graph Analytics

14. Management and Analysis of Big Graph Data: Current Systems and Open Challenges
Martin Junghanns, André Petermann, Martin Neumann, Erhard Rahm

15. Similarity Search in Large-Scale Graph Databases
Peixiang Zhao

16. Big-Graphs: Querying, Mining, and Beyond
Arijit Khan, Sayan Ranu

17. Link and Graph Mining in the Big Data Era
Ana Paula Appel, Luis G. Moyano

18. Granular Social Network: Model and Applications
Sankar K. Pal, Suman Kundu

Part IV. Big Data Applications

19. Big Data, IoT and Semantics
Beniamino Martino, Giuseppina Cretella, Antonio Esposito

20. SCADA Systems in the Cloud
Philip Church, Harald Mueller, Caspar Ryan, Spyridon V. Gogouvitis, Andrzej Goscinski, Houssam Haitof, Zahir Tari

21. Quantitative Data Analysis in Finance
Xiang Shi, Peng Zhang, Samee U. Khan

22. Emerging Cost Effective Big Data Architectures
K. Ashwin Kumar

23. Bringing High Performance Computing to Big Data Algorithms
H. Anzt, J. Dongarra, M. Gates, J. Kurzak, P. Luszczek, S. Tomov, I. Yamazaki

24. Cognitive Computing: Where Big Data Is Driving Us
Ana Paula Appel, Heloisa Candello, Fábio Latuf Gandour

25. Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges
Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm

Keywords: Computer Science, Computer Systems Organization and Communication Networks, Communications Engineering, Networks, Data Storage Representation, Programming Techniques, Big Data/Analytics

Editor
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319493404
Printed ISBN
978-3-319-49339-8

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