• Systems and Platforms for Big Data Statistical Analysis
  • Preface
  • 1. Chapter 1 Introduction
  • 2. Chapter 2 Computing Infrastructures
  • 3. Chapter 3 Clusters
    • 3.1. Multicore Computing
    • 3.2. Virtual Machine Clusters
      • 3.2.1. Create A VM Node
      • 3.2.2. Create Additional VM Nodes
    • 3.3. Purdue Cluster
    • 3.4. Amazon Web Service
  • 4. Chapter 4 R for Statistical Analysis
  • 5. Chapter 5 Parallel Computing in R
    • 5.1. Explicit Parallelization
    • 5.2. Implicit Parallelization
      • 5.2.1. Using OpenMP
    • 5.3. Combined Approach
  • 6. Chapter 6 Bridge R and Big Data Platforms
    • 6.1. Tessera
    • 6.2. SparkR
  • 7. Chapter 7 Native Distributed Computing in R
  • 8. Appendix
    • 8.1. Install OpenJDK 8 on Ubuntu Server 14.04
    • 8.2. Oracle VirtualBox Networking
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Systems and Platforms for Big Data Statistical Analysis