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A NOVEL MASS METEOROLOGICAL DATASTORAGE SYSTEM BASED ON HADOOP ECOSYSTEM

机译:基于Hadoop生态系统的新型大规模气象数据库系统

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When using the original system to store massive meteorological data,when the data volume is in the range of 100.25 TB-130.25 TB,it usually has the problem of slow data transmission rate.Therefore,in this paper,we propose a massive meteorological data storage system based on the Hadoop ecosystem.The hardware of the system includes a server module and a weather data storage module.Among them,the server module is composed of a database remote server,an application server,etc.; the meteorological data storage module is composed of a Vault Power TM module,a main server,etc.The software of the system includes data visualization module,data processing module and database module.The data visualization module can realize the data visualization processing of meteorological point elements and meteorological linear elements.The data processing module can realize scalable,efficient and reliable distributed data processing of massive meteorological data.While the database module is composed of system management tables,file library management and meteorological data tables.The combination of hardware and software effectively realizes the storage of massive meteorological data.Finally,through comparative experiments and verification,from the perspective of ecological environment protection,the data transmission rate of the system is higher than the original system in the range of 100.25TB-130.25TB,and the data transmission performance is improved.
机译:使用原始系统存储大规模气象数据时,当数据量在100.25 TB-130.25 TB的范围内时,它通常存在缓慢的数据传输速率问题。因此,在本文中,我们提出了一种大规模的气象数据存储基于Hadoop生态系统的系统。系统的硬件包括服务器模块和天气数据存储模块。among它们,服务器模块由数据库远程服务器,应用程序服务器等组成;气象数据存储模块是由一个保险库文件Power TM模块,主服务器的,系统的etc.The软件包括数据可视化模块,数据处理模块和数据库module.The数据可视化模块可以实现气象点的数据可视化处理元素和气象线性元素。数据处理模块可以实现大规模气象数据的可扩展,高效可靠的分布式数据处理。当数据库模块由系统管理表组成,文件库管理和气象数据表组成。硬件和软件的组合有效地实现了大规模气象数据的存储。最后,通过对比实验和验证,从生态环境保护的角度来看,系统的数据传输速率高于原始系统在100.25TB-130.25TB的范围内,而且数据传输性能得到改善。

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