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An OpenMP Programming Environment on Mobile Devices

机译:移动设备上的OpenMP编程环境

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摘要

Recently, the computational speed and battery capability of mobile devices were greatly promoted. With an enormous number of APPs, users can do many things in mobile devices as well as in computers. Consequently, more and more scientific researchers are encouraged to move their working environment from computers to mobile devices for increasing their work efficiency because they can analyze data and make decisions on their mobile devices anytime and anywhere. Accordingly, we propose a mobile OpenMP programming environment called MOMP in this paper. Using this APP, users can directly write, compile, and execute OpenMP programs on their Android-based mobile devices to exploit embedded CPU and GPU for resolving their problems without network connection. Because of source compatibility, MOMP makes users easily port their OpenMP programs from computers to mobile devices without any modification. Moreover, MOMP provides users with an easy interface to choose CPU or GPU for executing different parallel regions in the same program based on the properties of parallel regions. Therefore, MOMP can effectively reduce the programming complexity of heterogeneous computing in mobile devices and exploit the computational power of mobile devices for the performance of user applications.
机译:最近,移动设备的计算速度和电池能力得到了极大的推广。通过数量庞大的应用程序,用户可以在移动设备以及计算机中进行许多东西。因此,鼓励越来越多的科学研究人员将其工作环境从计算机移动到移动设备,以提高其工作效率,因为它们可以随时随地分析数据并在移动设备上做出决策。因此,我们提出了一个称为MOMP的移动OpenMP编程环境。使用此应用程序,用户可以直接在基于Android的移动设备上编写,编译和执行OpenMP程序,以利用嵌入式CPU和GPU来解决它们的问题而无需网络连接。由于源代码兼容性,MOMP使用户可以轻松地将其OpenMP程序从计算机移植到移动设备而无需修改。此外,MOMP为用户提供了一个简单的界面,以根据并行区域的属性在同一程序中执行不同的并行区域来选择CPU或GPU。因此,MOMP可以有效地降低移动设备中异构计算的编程复杂性,并利用移动设备的计算能力以实现用户应用的性能。

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