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Run-Time Parallelization and Scheduling of Loops. Revision

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Release : 1990
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Book Synopsis Run-Time Parallelization and Scheduling of Loops. Revision by : Joel H. Saltz

Download or read book Run-Time Parallelization and Scheduling of Loops. Revision written by Joel H. Saltz. This book was released on 1990. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies run-time methods to automatically parallelize and schedule iterations of a do loop in certain cases, where compile-time information is inadequate. The methods presented in this paper involve execution time preprocessing of the loop. At compile-time, these methods set up the framework for performing a loop dependency analysis. At run-time, wavefronts of concurrently executable loop iterations are identified. Using this wavefront information, loop iterations are reordered for increased parallelism. The authors utilize symbolic transformation rules to produce: (1) inspector procedures that perform execution time preprocessing and (2) executors or transformed versions of source code loop structures. These transformed loop structures carry out the calculations planned in the inspector procedures. They present performance results from experiments conducted on the Encore Multimax. These results illustrate that run-time reordering of loop indices can have a significant impact on performance. Furthermore, the overheads associated with this type of reordering are amortized when the loop is executed several times with the same dependency structure. (kr).

Run-time Parallelization and Scheduling of Loops

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Author :
Release : 1990
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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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:

Scheduling and Automatic Parallelization

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Release : 2012-12-06
Genre : Computers
Kind : eBook
Book Rating : 622/5 ( reviews)

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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 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: I Unidimensional Problems.- 1 Scheduling DAGs without Communications.- 2 Scheduling DAGs with Communications.- 3 Cyclic Scheduling.- II Multidimensional Problems.- 4 Systems of Uniform Recurrence Equations.- 5 Parallelism Detection in Nested Loops.

Parallel Programming and Compilers

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Release : 2012-12-06
Genre : Computers
Kind : eBook
Book Rating : 776/5 ( reviews)

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Book Synopsis Parallel Programming and Compilers by : Constantine D. Polychronopoulos

Download or read book Parallel Programming and Compilers written by Constantine D. Polychronopoulos. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: The second half of the 1970s was marked with impressive advances in array/vector architectures and vectorization techniques and compilers. This progress continued with a particular focus on vector machines until the middle of the 1980s. The major ity of supercomputers during this period were register-to-register (Cray 1) or memory-to-memory (CDC Cyber 205) vector (pipelined) machines. However, the increasing demand for higher computational rates lead naturally to parallel comput ers and software. Through the replication of autonomous processors in a coordinated system, one can skip over performance barriers due technology limitations. In princi ple, parallelism offers unlimited performance potential. Nevertheless, it is very difficult to realize this performance potential in practice. So far, we have seen only the tip of the iceberg called "parallel machines and parallel programming". Parallel programming in particular is a rapidly evolving art and, at present, highly empirical. In this book we discuss several aspects of parallel programming and parallelizing compilers. Instead of trying to develop parallel programming methodologies and paradigms, we often focus on more advanced topics assuming that the reader has an adequate background in parallel processing. The book is organized in three main parts. In the first part (Chapters 1 and 2) we set the stage and focus on program transformations and parallelizing compilers. The second part of this book (Chapters 3 and 4) discusses scheduling for parallel machines from the practical point of view macro and microtasking and supporting environments). Finally, the last part (Le.

Run-time Parallelization

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Author :
Release : 1995
Genre : Compilers (Computer programs)
Kind : eBook
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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:

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