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Recursive 3D Mesh Indexing with Improved Locality

机译:具有改进局部性的递归3D网格索引

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摘要

The Hilbert (recursive) 2D mesh indexing, also known as a space filling curve, has recently found many applications in parallel computing and combinatorial optimisation due to its locality preserving property: given a pair of 2D meshnodes with indices i and j, the Manhattan distance betweeen these nodes is boudned as O(sp root i-j). For an application it is desirable that the constant factor hidden in the big-O and the evaluation time of an indexing scheme are minimised. In this paper we suggest a class of locality preserving indexing schemes of a 3D mesh with a smaller constant factor than previorsly known. We evaluate the constatn factors for a number of easy to compute indexing schemes in meshes of size up to 32~3 and provide asymptotic analytical boudns.
机译:希尔伯特(递归)二维网格索引(也称为空间填充曲线)由于具有局部性,最近在并行计算和组合优化中发现了许多应用:给定一对具有索引i和j的2D网格节点,即曼哈顿距离在这些节点之间,将其标记为O(sp root ij)。对于应用,希望隐藏在big-O中的常数因子和索引方案的评估时间最小。在本文中,我们提出了一种3D网格的局部性保留索引方案,其常数因子比以前已知的小。我们评估了在尺寸最大为32〜3的网格中许多易于计算的索引方案的持续因子,并提供了渐近分析的链结。

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