DocumentCode :
3588815
Title :
A Data Flow Language to Develop High Performance Computing DSLs
Author :
Fernandez, Alejandro ; Beltran, Vicenc ; Mateo, Sergi ; Patejko, Tomasz ; Ayguade, Eduard
fYear :
2014
Firstpage :
11
Lastpage :
20
Abstract :
Developing complex scientific applications on high performance systems requires both domain knowledge and expertise in parallel and distributed programming models. In addition, modern high performance systems are heterogeneous, thus composed of multicores and accelerators, which despite being efficient and powerful, are harder to program. Domain-Specific Languages (DSLs) are a promising approach to hide the complexity of HPC systems and boost programmer´s productivity. However, the huge cost and complexity of implementing efficient and scalable DSLs on HPC systems is hindering its adoption for most domains. Addressing such problems, we present Data Flow Language (DFL), a DSL designed to exploit distributed and heterogeneous HPC systems. DFL abstracts the key concepts such systems as SMP tasks for multicores, kernels for accelerators and high-level operations for distributed computing. In addition, DFL leverages the hybrid MPI/OmpSs data-flow programming model to efficiently implement the previous concepts. All of these features make DFL suitable as the target language for other DSLs. However, it is also suitable as a fast prototyping language to develop distributed applications on heterogeneous systems.
Keywords :
data flow computing; message passing; parallel languages; specification languages; DFL; SMP tasks; accelerator kernels; complex scientific application development; data flow language; distributed programming model; distributed-heterogeneous HPC systems; domain-specific languages; high-level operations; high-performance computing DSL development; hybrid MPI/OmpSs data-flow programming model; multicores; parallel programming model; prototyping language; Containers; DSL; Kernel; Least squares approximations; Libraries; Program processors; Programming;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Domain-Specific Languages and High-Level Frameworks for High Performance Computing (WOLFHPC), 2014 Fourth International Workshop on
Type :
conf
DOI :
10.1109/WOLFHPC.2014.6
Filename :
7101659
Link To Document :
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