Introduction to HPC with MPI for Data Science
Frank Nielsen
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Description for Introduction to HPC with MPI for Data Science
Paperback. Series: Undergraduate Topics in Computer Science. Num Pages: 290 pages, biography. BIC Classification: UKC. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2016
Publisher
Springer International Publishing AG Switzerland
Number of pages
290
Condition
New
Series
Undergraduate Topics in Computer Science
Number of Pages
282
Place of Publication
Cham, Switzerland
ISBN
9783319219028
SKU
V9783319219028
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Frank Nielsen
Frank Nielsen is a Professor at Ecole Polytechnique in France where he teaches graduate (vision/graphics) and undergraduate (Java/algorithms),and a senior researcher at Sony Computer Science Laboratories Inc. His research includes Computational information geometry for imaging and learning and he is the author of 3 textbooks and 3 edited books. He is also on the Editorial Board for the Springer Journal ... Read more
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