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Mixed Hypergraphs for Linear-Time Construction of Denser Hashing-Based Data Structures

机译:混合超图用于基于Denser哈希的数据结构的线性时间构造

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There are several hashing-based data structures whose space utilization (keys per table cells) directly depends on the edge density threshold for the appearance of a 2-core in some underlying random k-uniform hypergraph. We show that by modifying these data structures such that the k-uniform hypergraphs are replaced by certain non-uniform hypergraphs their space utilization can be improved. These non-uniform hypergraphs are a mixture of uniform hypergraphs each with a linear number of edges but with different edge sizes. In the case of two different edge sizes we give a solution for the optimal (expected) number of edges of each size such that the 2-core threshold for the resulting mixed hypergraph is maximized. For suitable edge sizes we obtain optimal thresholds for mixed hypergraphs up to 0.920, improving the maximum 2-core threshold for any random k-uniform hypergraph, which is about 0.818.
机译:有几种基于散列的数据结构,其空间利用率(每个表单元格的键)直接取决于边缘密度阈值,该边缘密度阈值用于某些基本k均匀超图中2核的出现。我们表明,通过修改这些数据结构,以使k均匀超图被某些非均匀超图替换,可以提高其空间利用率。这些不均匀的超图是均匀的超图的混合,每个均具有线的线性数量,但边缘尺寸不同。对于两个不同的边缘尺寸,我们给出了每种尺寸的最佳(预期)边缘数量的解决方案,以使生成的混​​合超图的2核阈值最大化。对于合适的边缘尺寸,我们获得混合超图的最佳阈值,最高为0.920,从而提高了任意随机k均匀超图的最大2核阈值,约为0.818。

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