Symbolic Parallelization of Nested Loop Programs (Hardcover)

Symbolic Parallelization of Nested Loop Programs By Alexandru-Petru Tanase, Frank Hannig, Jürgen Teich Cover Image

Symbolic Parallelization of Nested Loop Programs (Hardcover)


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This book introduces new compilation techniques, using the polyhedron model for the resource-adaptive parallel execution of loop programs on massively parallel processor arrays. The authors show how to compute optimal symbolic assignments and parallel schedules of loop iterations at compile time, for cases where the number of available cores becomes known only at runtime. The compile/runtime symbolic parallelization approach the authors describe reduces significantly the runtime overhead, compared to dynamic or just‐in-time compilation. The new, on‐demand fault‐tolerant loop processing approach described in this book protects loop nests for parallel execution against soft errors.

Product Details ISBN: 9783319739083
ISBN-10: 3319739085
Publisher: Springer
Publication Date: March 5th, 2018
Pages: 176
Language: English