TY - BOOK AU - Matloff,Norman S. TI - Parallel computing for data science : with examples in R, C++ and CUDA T2 - Chapman & Hall/CRC: The R Series SN - 1466587016 (cloth) U1 - 005.3 PY - 2015///] ©2015 CY - Boca Raton : PB - CRC Press, KW - Parallel programming (Computer science) KW - Electronic data processing KW - R (Computer program language) N1 - Includes index; Introduction to parallel processing in R -- "Why is my program so slow?": obstacles to speed -- Principles of parallel loop scheduling -- The shared-memory paradigm: a gentle introduction via R -- The shared-memory paradigm: C level -- The shared-memory paradigm : GPUs -- Thrust and Rth -- The message passing paradigm -- MapReduce computation -- Parallel sorting and merging -- Parallel prefix scan -- Parallel matrix operations -- Inherently statistical approaches: subset methods -- Review of matrix algebra -- R quick start -- Introduction to C for R programmers ER -