2011

Handbook of Data Intensive Computing

Editors:

ISBN: 978-1-4614-1414-8 (Print) 978-1-4614-1415-5 (Online)

Table of contents (30 chapters)

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  1. Front Matter

    Pages i-xviii

  2. ARCHITECTURES AND SYSTEMS

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-23

      High Performance Network Architectures for Data Intensive Computing

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      Book Chapter

      Pages 25-57

      Architecting Data-Intensive Software Systems

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      Book Chapter

      Pages 59-107

      ECL/HPCC: A Unified Approach to Big Data

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      Book Chapter

      Pages 109-127

      Scalable Storage for Data-Intensive Computing

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      Book Chapter

      Pages 129-153

      Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud

  3. TECHNOLOGIES AND TECHNIQUES

    1. Front Matter

      Pages 155-155

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      Book Chapter

      Pages 157-168

      A Survey of Load Balancing Techniques for Data Intensive Computing

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      Book Chapter

      Pages 169-188

      Resource Management for Data Intensive Clouds Through Dynamic Federation: A Game Theoretic Approach

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      Book Chapter

      Pages 189-234

      Salt: Scalable Automated Linking Technology for Data-Intensive Computing

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      Book Chapter

      Pages 235-248

      Parallel Processing, Multiprocessors and Virtualization in Data-Intensive Computing

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      Book Chapter

      Pages 249-284

      Challenges in Data Intensive Analysis at Scientific Experimental User Facilities

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      Book Chapter

      Pages 285-321

      Large-Scale Data Analytics Using Ensemble Clustering

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      Book Chapter

      Pages 323-348

      Specification of Data Intensive Applications with Data Dependency and Abstract Clocks

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      Book Chapter

      Pages 349-376

      Ensemble Feature Ranking Methods for Data Intensive Computing Applications

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      Book Chapter

      Pages 377-413

      Record Linkage Methodology and Applications

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      Book Chapter

      Pages 415-444

      Semantic Wrapper: Concise Semantic Querying of Legacy Relational Databases

  4. SECURITY

    1. Front Matter

      Pages 445-445

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      Book Chapter

      Pages 447-466

      Security in Data Intensive Computing Systems

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      Book Chapter

      Pages 467-484

      Data Security and Privacy in Data-Intensive Computing Clusters

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      Book Chapter

      Pages 485-500

      Information Security in Large Scale Distributed Systems

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      Book Chapter

      Pages 501-518

      Privacy and Security Requirements of Data Intensive Computing in Clouds

  5. APPLICATIONS

    1. Front Matter

      Pages 519-519

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      Book Chapter

      Pages 521-537

      On the Processing of Extreme Scale Datasets in the Geosciences

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