Book 2017

Handbook of Big Data Technologies

Editors:

ISBN: 978-3-319-49339-8 (Print) 978-3-319-49340-4 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages i-xiii

  2. Fundamentals of Big Data Processing

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-29

      Big Data Storage and Data Models

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      Chapter

      Pages 31-63

      Big Data Programming Models

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      Chapter

      Pages 65-99

      Programming Platforms for Big Data Analysis

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      Chapter

      Pages 101-142

      Big Data Analysis on Clouds

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      Chapter

      Pages 143-178

      Data Organization and Curation in Big Data

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      Chapter

      Pages 179-217

      Big Data Query Engines

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      Chapter

      Pages 219-260

      Large-Scale Data Stream Processing Systems

  3. Semantic Big Data Management

    1. Front Matter

      Pages 261-261

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      Chapter

      Pages 263-305

      Semantic Data Integration

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      Chapter

      Pages 307-338

      Linked Data Management

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      Chapter

      Pages 339-364

      Non-native RDF Storage Engines

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      Chapter

      Pages 365-407

      Exploratory Ad-Hoc Analytics for Big Data

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      Chapter

      Pages 409-427

      Pattern Matching Over Linked Data Streams

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      Chapter

      Pages 429-453

      Searching the Big Data: Practices and Experiences in Efficiently Querying Knowledge Bases

  4. Big Graph Analytics

    1. Front Matter

      Pages 455-455

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      Chapter

      Pages 457-505

      Management and Analysis of Big Graph Data: Current Systems and Open Challenges

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      Chapter

      Pages 507-529

      Similarity Search in Large-Scale Graph Databases

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      Chapter

      Pages 531-582

      Big-Graphs: Querying, Mining, and Beyond

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      Chapter

      Pages 583-616

      Link and Graph Mining in the Big Data Era

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      Chapter

      Pages 617-651

      Granular Social Network: Model and Applications

  5. Big Data Applications

    1. Front Matter

      Pages 653-653

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      Chapter

      Pages 655-690

      Big Data, IoT and Semantics

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      Chapter

      Pages 691-718

      SCADA Systems in the Cloud

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