Systems for Big Graph Analytics

Authors:

ISBN: 978-3-319-58216-0 (Print) 978-3-319-58217-7 (Online)

Table of contents (8 chapters)

  1. Front Matter

    Pages i-vi

  2. No Access

    Chapter

    Pages 1-2

    Introduction

  3. Think Like a Vertex

    1. Front Matter

      Pages 3-3

    2. No Access

      Chapter

      Pages 5-21

      Pregel-Like Systems

    3. No Access

      Chapter

      Pages 23-36

      Hands-On Experiences

    4. No Access

      Chapter

      Pages 37-50

      Shared Memory Abstraction

  4. Think Like a Graph

    1. Front Matter

      Pages 51-51

    2. No Access

      Chapter

      Pages 53-65

      Block-Centric Computation

    3. No Access

      Chapter

      Pages 67-76

      Subgraph-Centric Graph Mining

  5. Think Like a Matrix

    1. Front Matter

      Pages 77-77

    2. No Access

      Chapter

      Pages 79-89

      Matrix-Based Graph Systems

    3. No Access

      Chapter

      Pages 91-92

      Conclusions