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Parallel Computing Fundamentals and Techniques
Introduction
Motivation for Parallelism
Parallel and Distributed Computers
Message Passing Computing:
MPI and PVM
Performance Measures:
Analysis of Parallel Programs:
Programming Techniques
Embarrassingly Parallel Computations
Simple Data Partitioning
Divide-and-Conquer:
Pipelined Computations:
Scheduling and Load Balancing:
Synchronous Computations
Shared Memory Programming
Algorithms and Applications
Sorting Algorithms
Numerical Algorithms
Image Processing
Introduction of GPU Computing and CUDA
GPU Computing Introduction
CUDA Introduction and Programming
CUDA Threads
CUDA Memories
CUDA Memories
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