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Lightweight Distributed Suffix Array Construction

机译:轻量级分布式后缀阵列施工

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We present two new distributed suffix array construction algorithms. One of our algorithms requires only half as much memory as its competitor (PSAC) [Flick & Aluru, SC 2015], while achieving similar speed. In practice, we can compute on the same hardware suffix arrays for text twice as large as PSAC. The other algorithm still requires less memory than PSAC but is faster on some instances. As a by-product, we also engineered the first distributed string sorting algorithm. All of our algorithms are tested on text collections of up to 115 GB and running on 1280 cores.
机译:我们提出了两个新的分布式后缀阵列施工算法。我们的算法之一只需要一半的内存作为竞争对手(PSAC)[Flick&Aluru,SC 2015],同时实现了类似的速度。在实践中,我们可以在与PSAC的两倍大的文本上的相同硬件后缀阵列上计算。其他算法仍然需要比PSAC更少的内存,但在某些情况下更快。作为副产品,我们还设计了第一个分布式字符串排序算法。我们所有的算法都在文本集合上进行测试,高达115 GB,并在1280个核心上运行。

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