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Automatic Extraction of Coarse-Grained Data-Flow Threads from Imperative Programs

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3 Author(s)

This article presents a general algorithm for transforming sequential imperative programs into parallel data-flow programs. The algorithm operates on a program dependence graph in static-single-assignment form, extracting task, pipeline, and data parallelism from arbitrary control flow, and coarsening its granularity using a generalized form of typed fusion. A prototype based on GNU Compiler Collection (GCC) is applied to the automatic parallelization of recursive C programs.

Published in:

Micro, IEEE  (Volume:32 ,  Issue: 4 )

Date of Publication:

July-Aug. 2012

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