Symbolic Parallelization of Nested Loop Programs

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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 ...

Symbolic Parallelization of Nested Loop Programs 2018, Springer International Publishing AG, Cham

ISBN-13: 9783319739083