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Survey of Big Data Storage Technology

机译:大数据存储技术概览

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Big data storage is the foundation of big data processing and analysis. By researching and summarizing main processing technology of data storage, this paper respectively investigates and analyzes the following four aspects: distributed file system, NoSQL database, database appliance and new-type data storage technology of MPP architecture. In addition, this paper gives some recommendations applicable to different environments in favor of grasping the development states of data storage technology from different angles. This paper summarizes file segmentation, appropriate scenarios and merits and faults of distributed file system, and mainly analyzes and summarizes the theories and appropriate scenarios of four data storage models of NoSql database. Furthermore, this paper investigates and concludes the developments and features of database appliance minutely. At the same time, outline MPP (Massively Parallel Processing) architecture, a new data storage technology. At last, the research trends of storage technology are prospected, providing references to the research of big data storage technology.
机译:大数据存储是大数据处理和分析的基础。通过研究和总结数据存储的主要处理技术,本文分别对以下四个方面进行了研究和分析:分布式文件系统,NoSQL数据库,数据库设备和MPP体系结构的新型数据存储技术。此外,本文还提出了一些适用于不同环境的建议,以便从不同角度把握数据存储技术的发展状况。本文总结了分布式文件系统的文件分割,合适的方案以及优缺点,并主要分析和总结了NoSql数据库的四种数据存储模型的理论和合适的方案。此外,本文详细研究并总结了数据库设备的发展和功能。同时,概述了MPP(大规模并行处理)体系结构,这是一种新的数据存储技术。最后展望了存储技术的研究趋势,为大数据存储技术的研究提供参考。

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