GPU4S:空间嵌入式gpu

Leonidas Kosmidis, J. Lachaize, J. Abella, O. Notebaert, F. Cazorla, D. Steenari
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引用次数: 19

摘要

随着汽车和航空电子设备的发展趋势,航天领域对机载计算性能的需求也在不断增加。这种性能需求的提高来自航天器的控制和有效载荷部分,并要求能够在恶劣空间环境的约束下提供高计算能力的先进电子设备。在非技术方面,出于战略原因,欧洲必须在使用的计算技术上获得独立。在这个仍处于早期阶段的项目中,我们研究了嵌入式gpu在空间中的适用性,基于竞争激烈的欧洲技术,嵌入式gpu在消费市场上的扩散显示出其每瓦性能比的显着改善。为此,我们对现有的空间应用程序域进行了分析,以确定哪些软件域可以从它们的使用中受益。此外,我们调查了嵌入式GPU领域,以评估嵌入式GPU是否可以提供所需的计算能力,并确定在空间中采用它们需要解决的挑战。在本文中,我们描述了项目中要遵循的步骤,以及项目头几个月的初步分析结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GPU4S: Embedded GPUs in Space
Following the same trend of automotive and avionics, the space domain is witnessing an increase in the on-board computing performance demands. This raise in performance needs comes from both control and payload parts of the spacecraft and calls for advanced electronics able to provide high computational power under the constraints of the harsh space environment. On the non-technical side, for strategic reasons it is mandatory to get European independence on the used computing technology. In this project, which is still in its early phases, we study the applicability of embedded GPUs in space, which have shown a dramatic improvement of their performance per-watt ratio coming from their proliferation in consumer markets based on competitive European technology. To that end, we perform an analysis of the existing space application domains to identify which software domains can benefit from their use. Moreover, we survey the embedded GPU domain in order to assess whether embedded GPUs can provide the required computational power and identify the challenges which need to be addressed for their adoption in space. In this paper, we describe the steps to be followed in the project, as well as the results of our preliminary analyses in the first months of the project.
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