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Low power high-performance computingon the Beagleboard platform

机译:Beagleboard平台上的低功耗高性能计算

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The ever increasing energy requirements of supercomputers and server farms is driving the scientific and industrial communities to take in deeper consideration the energy efficiency of computing equipments. This contribution addresses the issue proposing a cluster of ARM processors for highperformance computing. The cluster is composed of five BeagleBoard-xM, with one board managing the cluster, and the other boards executing the actual processing. The software platform is based on the A˚ngstro¨m GNU/Linux distribution and is equipped with a distributed file system to ease sharing data and code among the nodes of the cluster, and with tools for managing tasks and monitoring the status of each node. The computational capabilities of the cluster have been assessed through High-Performance Linpack and a cluster-wide speaker diarization algorithm, while power consumption has been measured using a clamp meter. Experimental results obtained in the speaker diarization task showed that the energy efficiency of the BeagleBoard-xM cluster is comparable to the one of a laptop computer equipped with a Intel Core2 Duo T8300 running at 2.4 GHz. Furthermore, removing the bottleneck due to the Ethernet interface, the BeagleBoard-xM cluster is able to achieve a superior energy efficiency.
机译:超级计算机和服务器场对能源的需求不断增长,这驱使科学界和工业界更加深入地考虑计算设备的能源效率。该贡献解决了提出将ARM处理器集群用于高性能计算的问题。该集群由五个BeagleBoard-xM组成,其中一个板管理该集群,另一块板执行实际处理。该软件平台基于A˚ngstro¨mGNU / Linux发行版,并配备了分布式文件系统以简化集群节点之间的数据和代码共享,并提供了用于管理任务和监视每个节点状态的工具。群集的计算能力已通过高性能Linpack和群集范围的扬声器二分法进行了评估,而功耗已使用钳形表进行了测量。在扬声器隔离任务中获得的实验结果表明,BeagleBoard-xM群集的能效可与配备有运行于2.4 GHz的Intel Core2 Duo T8300的便携式计算机相媲美。此外,由于消除了以太网接口带来的瓶颈,BeagleBoard-xM群集能够实现卓越的能源效率。

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