Introduction to HPC with MPI for Data Science (eBook, PDF)
Frank Nielsen
eBook, PDF

Introduction to HPC with MPI for Data Science (eBook, PDF)

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This gentle introduction to High Performance Computing (HPC) for Data Science using the Message Passing Interface (MPI) standard has been designed as a first course for undergraduates on parallel programming on distributed memory models, and requires only basic programming notions.Divided into two parts the first part covers high performance computing using C++ with the Message Passing Interface (MPI) standard followed by a second part providing high-performance data analytics on computer clusters.In the first part, the fundamental notions of blocking versus non-blocking point-to-point communi...

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