用于收集XML统计信息和估计查询基数的灵活基础设施

J. Freire, Maya Ramanath, Lingzhi Zhang
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引用次数: 1

摘要

XML数据管理系统的一个关键组件是结果大小估计器,它估计用户查询的基数。各种任务都需要估计基数,包括查询优化和基于成本的存储设计;它们还可以用于向用户提供有关其查询预期结果的早期反馈。与之前提出的使用专门数据结构和估计算法的结果估计器不同,StatiX使用直方图来统一捕获文档中存在的结构和值偏差。最初版本的StatiX是作为概念验证而构建的。为了使系统公开可用,我们构建了StatiX++,这是StatiX的一个新的改进版本,它在很大程度上扩展了原来的系统。在这个演示中,我们将展示StatiX++的关键特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A flexible infrastructure for gathering XML statistics and estimating query cardinality
A key component of XML data management systems is the result size estimator, which estimates the cardinalities of user queries. Estimated cardinalities are needed in a variety of tasks, including query optimization and cost-based storage design; and they can also be used to give users early feedback about the expected outcome of their queries. In contrast to previously proposed result estimators, which use specialized data structures and estimation algorithms, StatiX uses histograms to uniformly capture both the structural and value skew present in documents. The original version of StatiX was built as a proof of concept. With the goal of making the system publicly available, we have built StatiX++, a new and improved version of StatiX, which extends the original system in significant ways. In this demonstration, we show the key features of StatiX++.
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