Parallel computing for data science : with examples in R, C++ and CUDA /: with examples in R, C++ and CUDA. ([2016])

• Record Type: Book
• Further Information: Note: Norman Matloff.
• Authors: Matloff, Norman S
• Contents: Front Cover; Contents; Preface; Author's Biography; Chapter 1: Introduction to Parallel Processing in R; Chapter 2: ""Why Is My Program So Slow?"": Obstacles to Speed; Chapter 3: Principles of Parallel Loop Scheduling; Chapter 4: The Shared-Memory Paradigm: A Gentle Introduction via R; Chapter 5: The Shared-Memory Paradigm: C Level; Chapter 6: The Shared-Memory Paradigm: GPUs; Chapter 7: Thrust and Rth; Chapter 8: The Message Passing Paradigm; Chapter 9: MapReduce Computation; Chapter 10: Parallel Sorting and Merging; Chapter 11: Parallel Pre x Scan; Chapter 12: Parallel Matrix Operations Chapter 13: Inherently Statistical Approaches: Subset MethodsAppendix A: Review of Matrix Algebra; Appendix B: R Quick Start; Appendix C: Introduction to C for R Programmers; Back Cover
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource (xxiii, 310 pages), illustrations
• Subjects: 005.3; Parallel programming (Computer science); Electronic data processing; R (Computer program language); Programmiersprache; Computer science; High performance computing; Parallel processing (Electronic computers); Electronic data processing; Parallel programming (Computer science); R (Computer program language); Programming Languages; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781466587038; 1466587032; 1466587016; 9781466587014
• Related ISBNs: 9781466587014
• Notes: Note: Description based on online resource; title from title page (Safari, viewed June 18, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.