Handbook of Data Intensive Computing

1. High Performance Network Architectures for Data Intensive Computing
Geng Lin, Eileen Liu

2. Architecting Data-Intensive Software Systems
Chris A. Mattmann, Daniel J. Crichton, Andrew F. Hart, Cameron Goodale, J. Steven Hughes, Sean Kelly, Luca Cinquini, Thomas H. Painter, Joseph Lazio, Duane Waliser, Nenad Medvidovic, Jinwon Kim, Peter Lean

3. ECL/HPCC: A Unified Approach to Big Data
Anthony M. Middleton, David Alan Bayliss, Gavin Halliday

4. Scalable Storage for Data-Intensive Computing
Abhishek Verma, Shivaram Venkataraman, Matthew Caesar, Roy H. Campbell

5. Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud
Dong Yuan, Yun Yang, Xiao Liu, Jinjun Chen

6. A Survey of Load Balancing Techniques for Data Intensive Computing
Zhiquan Sui, Shrideep Pallickara

7. Resource Management for Data Intensive Clouds Through Dynamic Federation: A Game Theoretic Approach
Mohammad Mehedi Hassan, Eui-Nam Huh

8. Salt: Scalable Automated Linking Technology for Data-Intensive Computing
Anthony M. Middleton, David Alan Bayliss

9. Parallel Processing, Multiprocessors and Virtualization in Data-Intensive Computing
Jonathan Burger, Richard Chapman, Flavio Villanustre

10. Challenges in Data Intensive Analysis at Scientific Experimental User Facilities
Kerstin Kleese Dam, Dongsheng Li, Stephen D. Miller, John W. Cobb, Mark L. Green, Catherine L. Ruby

11. Large-Scale Data Analytics Using Ensemble Clustering
Martin Hahmann, Dirk Habich, Wolfgang Lehner

12. Specification of Data Intensive Applications with Data Dependency and Abstract Clocks
Abdoulaye Gamatié

13. Ensemble Feature Ranking Methods for Data Intensive Computing Applications
Wilker Altidor, Taghi M. Khoshgoftaar, Jason Hulse, Amri Napolitano

14. Record Linkage Methodology and Applications
Ling Qin Zhang

15. Semantic Wrapper: Concise Semantic Querying of Legacy Relational Databases
Naphtali Rishe, Borko Furht, Malek Adjouadi, Armando Barreto, Debra Davis, Ouri Wolfson, Yelena Yesha, Yaacov Yesha

16. Security in Data Intensive Computing Systems
Eduardo B. Fernandez

17. Data Security and Privacy in Data-Intensive Computing Clusters
Flavio Villanustre, Jarvis Robinson

18. Information Security in Large Scale Distributed Systems
Salvatore Distefano, Antonio Puliafito

19. Privacy and Security Requirements of Data Intensive Computing in Clouds
Arash Nourian, Muthucumaru Maheswaran

20. On the Processing of Extreme Scale Datasets in the Geosciences
Sangmi Pallickara, Matthew Malensek, Shrideep Pallickara

21. Parallel Earthquake Simulations on Large-Scale Multicore Supercomputers
Xingfu Wu, Benchun Duan, Valerie Taylor

22. Data Intensive Computing: A Biomedical Case Study in Gene Selection and Filtering
Michael Slavik, Xingquan Zhu, Imad Mahgoub, Taghi Khoshgoftaar, Ramaswamy Narayanan

23. Design Space Exploration for Efficient Data Intensive Computing on SoCs
Rosilde Corvino, Abdoulaye Gamatié, Pierre Boulet

24. Information Quality and Relevance in Large-Scale Social Information Systems
Munmun Choudhury

25. Geospatial Data Management with Terrafly
Naphtali Rishe, Borko Furht, Malek Adjouadi, Armando Barreto, Evgenia Cheremisina, Debra Davis, Ouri Wolfson, Nabil Adam, Yelena Yesha, Yaacov Yesha

26. An Application for Processing Large and Non-Uniform Media Objects on MapReduce-Based Clusters
Rainer Schmidt, Matthias Rella

27. Feature Selection Algorithms for Mining High Dimensional DNA Microarray Data
David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Jason Hulse

28. Application of Random Matrix Theory to Analyze Biological Data
Feng Luo, Pradip K. Srimani, Jizhong Zhou

29. Keyword Search on Large-Scale Structured, Semi-Structured, and Unstructured Data
Bin Zhou

30. A Distributed Publish/Subscribe System for Large Scale Sensor Networks
Masato Yamanouchi, Ryota Miyagi, Satoshi Matsuura, Satoru Noguchi, Kazutoshi Fujikawa, Hideki Sunahara

Avainsanat: Computer Science, Database Management, Data Storage Representation, Business Information Systems, Special Purpose and Application-Based Systems, Computer System Implementation, Computer Applications