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Dynamic Load Balancing on Dedicated Heterogeneous Systems

机译:专用异构系统上的动态负载平衡

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Parallel computing in heterogeneous environments is drawing considerable attention due to the growing number of these kind of systems. Adapting existing code and libraries to such systems is a fundamental problem. The performance of this code is affected by the large interdependence between the code and these parallel architectures. We have developed a dynamic load balancing library that allows parallel code to be adapted to heterogeneous systems for a wide variety of problems. The overhead introduced by our system is minimal and the cost to the programmer negligible. The strategy was validated on several problems to confirm the soundness of our proposal.
机译:由于这类系统数量的增加,异构环境中的并行计算引起了极大的关注。使现有代码和库适应此类系统是一个基本问题。该代码的性能受代码与这些并行体系结构之间较大的相互依赖性影响。我们已经开发了一个动态负载平衡库,该库允许并行代码适用于各种问题的异构系统。我们的系统引入的开销最小,并且程序员的成本可以忽略不计。该策略在几个问题上得到了验证,以确认我们提议的合理性。

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