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Issue No.05 - September/October (2011 vol.31)
pp: 42-53
Kevin J. Brown , Stanford University
Arvind K. Sujeeth , Stanford University
Hassan Chafi , Stanford University
HyoukJoong Lee , Stanford University
Tirark Rompf , Ecole Polytechnique Federale de Lausanne
Martin Odersky , Ecole Polytechnique Federale de Lausanne
<p>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.</p>
parallel programming, domain-specific languages, heterogeneous computing, CPU, GPU
Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, HyoukJoong Lee, Tirark Rompf, Martin Odersky, "Implementing Domain-Specific Languages for Heterogeneous Parallel Computing", IEEE Micro, vol.31, no. 5, pp. 42-53, September/October 2011, doi:10.1109/MM.2011.68
1. J. Held, J. Bautista, and S. Koehl eds., "From a Few Cores to Many: A Tera-Scale Computing Research Review," white paper, Intel, 2006.
2. "The Industry-Changing Impact of Accelerated Computing," white paper, Advanced Micro Devices, 2008.
3. J. Nickolls, and W.J. Dally, "The GPU Computing Era," IEEE Micro, vol. 30, no. 2, 2010, pp. 56-69.
4. P. Hudak, "Building Domain-Specific Embedded Languages," ACM Computing Surveys, vol. 28, no. 1, 1996, p. 196.
5. A. van Deursen, P. Klint, and J. Visser, "Domain-Specific Languages: An Annotated Bibliography," ACM SIGPLAN Notices, vol. 35, no. 6, 2000, pp. 26-36.
6. J. Peterson, P. Hudak, and C. Elliott, "Lambda in Motion: Controlling Robots with Haskell," Proc. Practical Aspects of Declarative Languages (PADL 99), Springer-Verlag, 1998, pp. 91-105.
7. D. Bruce, "What Makes a Good Domain-Specific Language? APOSTLE, and Its Approach to Parallel Discrete Event Simulation," Proc. 1st ACM SIGPLAN Workshop Domain-Specific Languages (DSL 97), ACM Press, 1997, pp. 17-35.
8. H. Chafi et al., "Language Virtualization for Heterogeneous Parallel Computing," Proc. ACM Int'l Conf. Object Oriented Programming Systems Languages and Applications, ACM Press, 2010, pp. 835-847.
9. A.K. Sujeeth et al., "OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning," Proc. 28th Int'l Conf. Machine Learning (ICML 11), ACM Press, 2011, pp. 609-616.
10. T. Rompf and M. Odersky, "Lightweight Modular Staging: A Pragmatic Approach to Runtime Code Generation and Compiled DSLs," Proc. 9th Int'l Conf. Generative Programming and Component Engineering (GPCE 10), ACM Press, 2010, pp. 127-136.
11. C. Sanderson, Armadillo: An Open Source C++ Linear Algebra Library for Fast Prototyping and Computationally Intensive Experiments, tech. report, NICTA, 2006;
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