Implementing Domain-Specific Languages for Heterogeneous Parallel Computing

Authors:
HyoukJoong Lee;Kevin Brown;Arvind Sujeeth;Hassan Chafi;Tiark Rompf;Martin Odersky;Kunle Olukotun
Affiliations:
Stanford University;Stanford University;Stanford University;Stanford University;Stanford University;Ecole Polytechnique Federale de Lausanne;Ecole Polytechnique Federale de Lausanne
Venue:
IEEE Micro
Year:
2011

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Abstract

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.