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Using many-core hardware to correlate radio astronomy signals

机译:使用多核硬件关联射电天文信号

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A recent development in radio astronomy is to replace traditional dishes with many small antennas. The signals are combined to form one large, virtual telescope. The enormous data streams are cross-correlated to filter out noise. This is especially challenging, since the computational demands grow quadratically with the number of data streams. Moreover, the correlator is not only computationally intensive, but also very I/O intensive. The LOFAR telescope, for instance, will produce over 100 terabytes per day. The future SKA telescope will even require in the order of exaflops, and petabits/s of I/O. A recent trend is to correlate in software instead of dedicated hardware. This is done to increase flexibility and to reduce development efforts. Examples include e-VLBI and LOFAR.
机译:射电天文学的最新发展是用许多小型天线代替传统天线。信号被合并形成一个大型的虚拟望远镜。巨大的数据流互相关以滤除噪声。这特别具有挑战性,因为计算需求随数据流的数量呈二次方增长。此外,相关器不仅计算量大,而且I / O量也大。例如,LOFAR望远镜每天将产生超过100 TB的数据。未来的SKA望远镜甚至将需要Exaflops和I / O的能力。最近的趋势是在软件而不是专用硬件中进行关联。这样做是为了增加灵活性并减少开发工作。示例包括e-VLBI和LOFAR。

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