Programmability versus performance tradeoff: overcoming the hardware challenges from a task-based approach
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On the Programmability and Performance of Heterogeneous Platforms
ICPADS '13: Proceedings of the 2013 International Conference on Parallel and Distributed SystemsGeneral-purpose computing on an ever-broadening array of parallel devices has led to an increasingly complex and multi-dimensional landscape with respect to programmability and performance optimization. The growing diversity of parallel architectures ...
Code complexity versus performance for GPU-accelerated scientific applications
SE-HPCCSE '16: Proceedings of the Fourth International Workshop on Software Engineering for HPC in Computational Science and EngineeringGraphics Processing Units (GPUs) are becoming widely used as parallel accelerators in high-performance computing. GPU programming until recently, has been done by using low-level programming models such as CUDA and OpenCL. The directive-based OpenACC ...
Programmability and performance portability aspects of heterogeneous multi-/manycore systems
DATE '12: Proceedings of the Conference on Design, Automation and Test in EuropeWe discuss three complementary approaches that can provide both portability and an increased level of abstraction for the programming of heterogeneous multicore systems. Together, these approaches also support performance portability, as currently ...
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Association for Computing Machinery
New York, NY, United States
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