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Lower bounds for external memory dictionaries

机译:外部存储器字典的下限

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We study trade-offs between the update time and the query time for comparison based external memory dictionaries. The main contributions of this paper are two lower bound trade offs between the I/O complexity of member queries and insertions: If N M insertions perform at most Δ · N/B I/Os, then (1) there exists a query requiring N/(M. ·~O(Δ)) I/Os, and (2) there exists a query requiring Ω(logΔlog2N ~ I/Os when Δ is O(B/log3 N) and N is at least M2. For both lower bound we describe data structures which give matching upper bounds for a wide range of parameters, thereby showing the lower bounds to be tight within these ranges.
机译:我们研究了更新时间和查询时间之间的权衡,以用于基于比较的外部内存字典。本文的主要贡献是成员查询和插入的I / O复杂度之间的两个下限权衡:如果N N / B I / O s ,则(1)存在一个查询,要求N /(M。·〜 O (Δ) )I / O s ,并且(2)存在一个查询,要求Ω(log Δlog 2 N 〜I / O当Δ是 O B / log 3 N )和 N 至少为 M 2 。对于这两个下限,我们描述了数据结构,这些结构给出了适用于各种参数的匹配上限,从而显示了下限在这些范围内,边界一定要严格。

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