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Introduction to Parallel Computing/High Performance Computing
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Introduction
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Introduction to MPI
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Network performance and topologies
One to all broadcast/all to one reduction
All to all broadcast/all to all reduction
All reduce
Prefix sum
Graph embeddings
Computational intensity performance model and BLAS
BLAS Library
Roofline performance model
Matrix storage schemes
Vector-vector operations
Dense matrix-vector multiplication
Tridiagonal and banded matrix-vector multiplication
Triangular matrix-vector multiplication
Sparse matrix-vector multiplication
Sorting
FFT
Graph partitioning
Search algorithms for discrete optimization
Principles of parallel algorithm design
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