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Symbolic Parallelization of Nested Loop Programs

Symbolic Parallelization of Nested Loop Programs

Paperback (19 Dec 2018)

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Publisher's Synopsis

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. 

Book information

ISBN: 9783030088842
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Language: English
Number of pages: 176
Weight: 296g
Height: 235mm
Width: 155mm
Spine width: 10mm