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A Design of Web Log Integration Framework Using NoSQL

机译：使用NoSQL的Web日志集成框架的设计

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摘要

Webservice is a software technology as the representative method of information communication currently used to create a dynamic system environment that is configured to fulfill its users' needs. Therefore, analyzing log data that occurred at provision is being used as the significant basic data in webservice research. Thanks to development of Cloud computing technology, it has resulted in centralized points from which data is generated and data enlargement. A research is now implemented to create information from collecting, processing and converting flood of data and to obtain the new various items of information. Against this backdrop, it is justified that collection, storage and analysis of web log data in the existing conventional RDBMS system may be inadequate to process the enlarged log data. This research propose a framework which to integrate web log for storage using HBase, a repository of the Cloud computing- based NoSQL. In addition, data validation must be completed in the pre-process when collecting web log. The validated log is stored in the modeling structure in which takes features of web log into account. According to the results, introduction of NoSQL system is found to integrate the enlargement of log data in more efficient manner. By comparisons with the existing RDBMS in terms of data processing performance, it was proved that the NoSQL- based database had a superior performance.
机译：Web服务是一种软件技术，它是信息通信的代表方法，当前用于创建动态系统环境，该系统配置为满足其用户需求。因此，分析提供的日志数据已被用作Web服务研究中的重要基础数据。由于云计算技术的发展，它导致了集中的点，从这些点可以生成数据并进行数据扩展。现在正在进行一项研究，以通过收集，处理和转换大量数据来创建信息，并获取新的各种信息。在这种背景下，有理由证明，在现有的常规RDBMS系统中收集，存储和分析Web日志数据可能不足以处理放大的日志数据。这项研究提出了一个框架，该框架使用HBase（基于云计算的NoSQL的存储库）集成Web日志以进行存储。此外，在收集Web日志时，必须在预处理过程中完成数据验证。经验证的日志存储在建模结构中，其中考虑了Web日志的功能。根据结果​​，发现引入NoSQL系统可以更有效地集成日志数据的扩展。通过与现有RDBMS的数据处理性能进行比较，证明基于NoSQL的数据库具有出色的性能。

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  • 来源
  • 会议地点 Bali(ID)
  • 作者

    Huijin Jeong; Junho Choi; Chang Choi; Ilsun You; Pankoo Kim;

  • 作者单位

    Department of Computer Engineering Chosun University, 375 Seoseok-dong, Dong-gu, Gwangju, Republic of Korea;

    Department of Computer Engineering Chosun University, 375 Seoseok-dong, Dong-gu, Gwangju, Republic of Korea;

    Department of Computer Engineering Chosun University, 375 Seoseok-dong, Dong-gu, Gwangju, Republic of Korea;

    School of Information Science Korean Bible University, 16 Danghyun 2-gil, Nowon-gu, Seoul, Republic of Korea;

    Department of Computer Engineering Chosun University, 375 Seoseok-dong, Dong-gu, Gwangju, Republic of Korea;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Big Data; Security Log aggregation; Cloud computing; NoSQL; HBase;

    机译：大数据;安全日志聚合；云计算; NoSQL; HBase的;

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