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Memory-Adaptive External Sorting

机译:内存自适应外部排序

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摘要

In real-time and goal-oriented database systems, the amount of memory assigned to queries that sort or join large relations may fluctuate due to contention from other higher-priority transactions. This study focuses on techniques that enable external sorts both to reduce their buffer usage when they lose memory, and to effectively utilize any additional buffers that are given to them. We also show how these techniques can be extended to work with sort-merge joins. A series of experiments confirms that our proposed techniques are useful for sorting and joining large relations in the face of memory fluctuations.
机译:在实时和面向目标的数据库系统中,分配给查询的内存量或加入大关系可能会因来自其他高优先级交易的争用而波动。本研究重点介绍在丢失内存时使外部排序能够降低缓冲使用的技术,并有效地利用给予它们的任何附加缓冲区。我们还展示了如何扩展这些技术以使用Sort-Merge Joins工作。一系列实验证实,我们所提出的技术对于在面对内存波动面上进行分类和加入大关系是有用的。

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