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A DSL Based Toolchain for Design Space Exploration in Structured Parallel Programming

Authors: DANELUTTO, MARCO; TORQUATI, MASSIMO; Kilpatrick, Peter;

A DSL Based Toolchain for Design Space Exploration in Structured Parallel Programming

Abstract

AbstractWe introduce a DSL based toolchain supporting the design of parallel applications where parallelism is structured after parallel design pattern compositions. A DSL provides the possibility to write high level parallel design pattern expressions representing the structure of parallel applications, to refactor the pattern expressions, to evaluate their non-functional properties (e.g. ideal performance, total parallelism degree, etc.) and finally to generate parallel code ready to be compiled and run on different target architectures. We discuss a proof-of-concept prototype implementation of the proposed toolchain generating FastFlow code and show some preliminary results achieved using the prototype implementation.

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Keywords

Design space exploration; DSL; Non-functional concerns; Parallel design patterns; Computer Science (all), Parallel design patterns, non-functional concerns, name=General Computer Science, 004, design space exploration, DSL, /dk/atira/pure/subjectarea/asjc/1700/1700; name=General Computer Science, parallel design patterns, Design space exploration, Non-functional concerns, /dk/atira/pure/subjectarea/asjc/1700/1700

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
gold