دانلود کتاب Handbook of Data Intensive Computing

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Front Matter....Pages i-xviii
Front Matter....Pages 1-1
High Performance Network Architectures for Data Intensive Computing....Pages 3-23
Architecting Data-Intensive Software Systems....Pages 25-57
ECL/HPCC: A Unified Approach to Big Data....Pages 59-107
Scalable Storage for Data-Intensive Computing....Pages 109-127
Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud....Pages 129-153
Front Matter....Pages 155-155
A Survey of Load Balancing Techniques for Data Intensive Computing....Pages 157-168
Resource Management for Data Intensive Clouds Through Dynamic Federation: A Game Theoretic Approach....Pages 169-188
Salt: Scalable Automated Linking Technology for Data-Intensive Computing....Pages 189-234
Parallel Processing, Multiprocessors and Virtualization in Data-Intensive Computing....Pages 235-248
Challenges in Data Intensive Analysis at Scientific Experimental User Facilities....Pages 249-284
Large-Scale Data Analytics Using Ensemble Clustering....Pages 285-321
Specification of Data Intensive Applications with Data Dependency and Abstract Clocks....Pages 323-348
Ensemble Feature Ranking Methods for Data Intensive Computing Applications....Pages 349-376
Record Linkage Methodology and Applications....Pages 377-413
Semantic Wrapper: Concise Semantic Querying of Legacy Relational Databases....Pages 415-444
Front Matter....Pages 445-445
Security in Data Intensive Computing Systems....Pages 447-466
Data Security and Privacy in Data-Intensive Computing Clusters....Pages 467-484
Information Security in Large Scale Distributed Systems....Pages 485-500
Privacy and Security Requirements of Data Intensive Computing in Clouds....Pages 501-518
Front Matter....Pages 519-519
On the Processing of Extreme Scale Datasets in the Geosciences....Pages 521-537
Front Matter....Pages 519-519
Parallel Earthquake Simulations on Large-Scale Multicore Supercomputers....Pages 539-562
Data Intensive Computing: A Biomedical Case Study in Gene Selection and Filtering....Pages 563-580
Design Space Exploration for Efficient Data Intensive Computing on SoCs....Pages 581-616
Information Quality and Relevance in Large-Scale Social Information Systems....Pages 617-635
Geospatial Data Management with Terrafly....Pages 637-665
An Application for Processing Large and Non-Uniform Media Objects on MapReduce-Based Clusters....Pages 667-683
Feature Selection Algorithms for Mining High Dimensional DNA Microarray Data....Pages 685-710
Application of Random Matrix Theory to Analyze Biological Data....Pages 711-732
Keyword Search on Large-Scale Structured, Semi-Structured, and Unstructured Data....Pages 733-751
A Distributed Publish/Subscribe System for Large Scale Sensor Networks....Pages 753-775
Back Matter....Pages 777-793