Efficient support of tree-structured data types

HEN Shimin C

doi:10.11959/j.issn.2096-0271.2018038

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Efficient support of tree-structured data types

TOPIC：SYSTEM ARCHITECTURE FOR BIG DATA-DRIVEN INTELLIGENT | 更新时间：2024-06-03

- Efficient support of tree-structured data types
- Big Data Research Vol. 4, Issue 4, Pages: 2018038(2018)
- 作者机构：
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- DOI：10.11959/j.issn.2096-0271.2018038
  CLC： TP315
- Online First：2018-07，
  
  Published：15 July 2018
- 稿件说明：
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HEN Shimin C. Efficient support of tree-structured data types[J]. Big Data Research, 2018, 4(4): 2018038.
DOI：

HEN Shimin C. Efficient support of tree-structured data types[J]. Big Data Research, 2018, 4(4): 2018038. DOI： 10.11959/j.issn.2096-0271.2018038.

摘要

传统的关系数据模型难以满足大数据应用日益丰富的数据表达和处理的需求，因此实践中涌现了多种非传统的大数据类型。其中，以JSON为代表的树状结构大数据类型被广泛应用，具有重要的理论意义和实用价值。系统介绍了树状结构大数据类型，并探讨如何高效支持树状结构大数据的分析运算。

Abstract

Traditional relational data model cannot meet the demand of big data applications for expressing and processing wide varieties of data.As a result

a number of non-relational data types have become popular in practice

among which JSONlike tree-structured data types have been widely adopted.Tree-structured data types have important theoretical and practical values.A systematic description of tree-structured data types was provided

and the way to efficiently support data analysis operations on tree-structured data was investigated.

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references

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CAREY J M , . Beyond rows and columns:Is the fourth time the charm [C ] // IEEE International Conference on Data Engineering (ICDE),May 16-20,2016,Helsinki,Finland . New Jersey:IEEE Press , 2016 .

LIU Z H , HAMMERSCHMIDT B , MCMAHON D . Json data management:supporting schema-less development in rdbms [C ] // 2014 ACM SIGMOD International Conference on Management of Data,June 22-27,2014,Snowbird,USA . New York:ACM Press , 2014 .

WANG Z Y , CHEN S M . Exploitingcommon patterns for tree-structured data [C ] // 2017 ACM SIGMOD International Conference on Management of Data,May 14-19,2017,Chicago,USA . New York:ACM Press , 2017 .

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