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Data sharing and querying for peer-to-peer data management systems.

机译:对等数据管理系统的数据共享和查询。

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摘要

In this thesis, we investigate mechanisms to support data sharing and querying in a peer-to-peer data management system, that is, a peer-to-peer system where each peer manages its own data. To support data sharing, we propose the use of mapping tables which list pairs of corresponding data values that reside in different peers. We argue why mapping tables are appropriate for data sharing in a peer-to-peer environment, and we discuss alternative semantics for these tables. We motivate why reasoning capabilities are needed to manage mapping tables, and we show the importance of inferring new tables from existing ones, or checking the consistency of existing tables. Finally, we present algorithms and experimental results which show that mapping tables may be managed efficiently in practice.; In terms of querying, we propose a framework in which users pose select-project-join queries with respect to the schema of their local peer. Then, we provide a rewriting mechanism that uses mapping tables to translate a locally expressed query to a set of queries over the acquainted peers. We consider both sound translations (which only retrieve correct answers) and complete translations (which retrieve all correct answers, and no incorrect answers). We describe basic algorithms to compute such translations, and we offer optimized versions of these algorithms that offer savings both in terms of execution time and in terms of memory. Finally, we present experiments that show the performance and efficiency of our algorithms under various settings.
机译:在本文中,我们研究了在点对点数据管理系统(即每个对等点管理自己的数据)的对等系统中支持数据共享和查询的机制。为了支持数据共享,我们建议使用映射表,该表列出了驻留在不同对等方中的相应数据值对。我们争论了为什么映射表适合在对等环境中进行数据共享,并且讨论了这些表的替代语义。我们说明了为什么需要推理功能来管理映射表,并且我们展示了从现有表中推断新表或检查现有表的一致性的重要性。最后,我们提出了算法和实验结果,表明在实践中可以有效地管理映射表。在查询方面,我们提出了一个框架,在该框架中,用户相对于其本地对等方的架构进行选择项目联接查询。然后,我们提供一种重写机制,该机制使用映射表将本地表达的查询转换为熟悉的对等方上的一组查询。我们同时考虑声音翻译(仅检索正确答案)和完整翻译(其检索所有正确答案,没有错误答案)。我们描述了用于计算此类转换的基本算法,并提供了这些算法的优化版本,这些版本在执行时间和内存方面均节省了成本。最后,我们提供的实验表明了在各种设置下我们算法的性能和效率。

著录项

  • 作者单位

    University of Toronto (Canada).;

  • 授予单位 University of Toronto (Canada).;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 164 p.
  • 总页数 164
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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