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Parallel programming models for heterogeneous many-cores: a comprehensive survey
<span title="2020-07-31">2020</span>
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<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oyzrfqv3i5ghbipholgpvqu37y" style="color: black;">CCF Transactions on High Performance Computing</a>
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Heterogeneous many-cores are now an integral part of modern computing systems ranging from embedding systems to supercomputers. While heterogeneous many-core design offers the potential for energy-efficient high-performance, such potential can only be unlocked if the application programs are suitably parallel and can be made to match the underlying heterogeneous platform. In this article, we provide a comprehensive survey for parallel programming models for heterogeneous many-core architectures
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... and review the compiling techniques of improving programmability and portability. We examine various software optimization techniques for minimizing the communicating overhead between heterogeneous computing devices. We provide a road map for a wide variety of different research areas. We conclude with a discussion on open issues in the area and potential research directions. This article provides both an accessible introduction to the fast-moving area of heterogeneous programming and a detailed bibliography of its main achievements.
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