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Author : Lawrence Rauchwerger
Release : 1995
Genre : Compilers (Computer programs)
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Run-time Parallelization by : Lawrence Rauchwerger
Download or read book Run-time Parallelization written by Lawrence Rauchwerger. This book was released on 1995. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Institute for Computer Applications in Science and Engineering
Release : 1990
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Run-time Parallelization and Scheduling of Loops by : Institute for Computer Applications in Science and Engineering
Download or read book Run-time Parallelization and Scheduling of Loops written by Institute for Computer Applications in Science and Engineering. This book was released on 1990. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Roger D. Peng
Release : 2012-04-19
Genre : R (Computer program language)
Kind : eBook
Book Rating : 826/5 ( reviews)
Book Synopsis R Programming for Data Science by : Roger D. Peng
Download or read book R Programming for Data Science written by Roger D. Peng. This book was released on 2012-04-19. Available in PDF, EPUB and Kindle. Book excerpt: Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredible quantities of data being generated. But to extract value from those data, one needs to be trained in the proper data science skills. The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox.
Author : Alain Darte
Release : 2000-03-30
Genre : Computers
Kind : eBook
Book Rating : 498/5 ( reviews)
Book Synopsis Scheduling and Automatic Parallelization by : Alain Darte
Download or read book Scheduling and Automatic Parallelization written by Alain Darte. This book was released on 2000-03-30. Available in PDF, EPUB and Kindle. Book excerpt: Readership This book is devoted to the study of compiler transformations that are needed to expose the parallelism hiddenin a program. This book is notan introductory book to parallel processing, nor is it an introductory book to parallelizing compilers. Weassume thatreaders are familiar withthebooks High Performance Compilers for Parallel Computingby Wolfe [121] and Super compilers for Parallel and Vector Computers by Zima and Chapman [125], and that they want to know more about scheduling transformations. In this book we describe both task graph scheduling and loop nest scheduling. Taskgraphschedulingaims atexecuting tasks linked by prece dence constraints; it is a run-time activity. Loop nest scheduling aims at ex ecutingstatementinstances linked bydata dependences;it is a compile-time activity. We are mostly interested in loop nestscheduling,butwe also deal with task graph scheduling for two main reasons: (i) Beautiful algorithms and heuristics have been reported in the literature recently; and (ii) Several graphscheduling, like list scheduling, are the basis techniques used in task ofthe loop transformations implemented in loop nest scheduling. As for loop nest scheduling our goal is to capture in a single place the fantastic developments of the last decade or so. Dozens of loop trans formations have been introduced (loop interchange, skewing, fusion, dis tribution, etc.) before a unifying theory emerged. The theory builds upon the pioneering papers of Karp, Miller, and Winograd [65] and of Lam port [75], and it relies on sophisticated mathematical tools (unimodular transformations, parametric integer linear programming, Hermite decom position, Smithdecomposition, etc.).
Author : David O'Hallaron
Release : 2003-06-29
Genre : Computers
Kind : eBook
Book Rating : 304/5 ( reviews)
Book Synopsis Languages, Compilers, and Run-Time Systems for Scalable Computers by : David O'Hallaron
Download or read book Languages, Compilers, and Run-Time Systems for Scalable Computers written by David O'Hallaron. This book was released on 2003-06-29. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the strictly refereed post-workshop proceedings of the 4th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computing, LCR '98, held in Pittsburgh, PA, USA in May 1998. The 23 revised full papers presented were carefully selected from a total of 47 submissions; also included are nine refereed short papers. All current issues of developing software systems for parallel and distributed computers are covered, in particular irregular applications, automatic parallelization, run-time parallelization, load balancing, message-passing systems, parallelizing compilers, shared memory systems, client server applications, etc.
