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8. Parallel Computing Techniques
Junji Nakano
Subsections
8.1 Introduction
8.2 Basic Ideas
8.2.1 Memory Architectures of Parallel Computers
8.2.1.1 Shared Memory Systems
8.2.1.2 Distributed Memory Systems
8.2.2 Costs for Parallel Computing
8.2.2.1 Amdahl's Law
8.2.2.2 Gustafson's Law
8.2.2.3 Other Costs
8.3 Parallel Computing Software
8.3.1 Process Forking
8.3.2 Threading
8.3.2.1 Pthread Library
8.3.2.2 Java Threads
8.3.3 OpenMP
8.3.4 PVM
8.3.5 MPI
8.3.6 HPF
8.4 Parallel Computing in Statistics
8.4.1 Parallel Applications in Statistical Computing
8.4.2 Parallel Software for Statistics