Implementing Domain-Specific Languages for Heterogeneous Parallel Computing

Implementing Domain-Specific Languages for Heterogeneous Parallel Computing

Domain-specific languages offer a solution to the performance and the productivity issues in heterogeneous computing systems. The Delite compiler framework simplifies the process of building embedded parallel DSLs. DSL developers can implement domain-specific operations by extending the DSL framewor...

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Veröffentlicht in:IEEE MICRO 2011-09, Vol.31 (5), p.42-53
Hauptverfasser: HyoukJoong Lee, Brown, Kevin J., Sujeeth, Arvind K., Chafi, H., Olukotun, K., Rompf, Tiark, Odersky, Martin
Format: Artikel
Sprache:eng
Schlagworte:
Central Processing Unit
Codes
Compilers
Computation
CPU
Domain specific languages
Embedded systems
Generators
GPU
Graphics processing unit
Hardware
heterogeneous computing
Optimization
Parallel processing
Parallel programming
Productivity
Programming languages
Runtime
Schedules
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Beschreibung
Zusammenfassung:Domain-specific languages offer a solution to the performance and the productivity issues in heterogeneous computing systems. The Delite compiler framework simplifies the process of building embedded parallel DSLs. DSL developers can implement domain-specific operations by extending the DSL framework, which provides static optimizations and code generation for heterogeneous hardware. The Delite runtime automatically schedules and executes DSL operations on heterogeneous hardware.
ISSN:0272-1732
1937-4143
DOI:10.1109/MM.2011.68