應(yīng)用分布式存儲(chǔ)技術(shù)優(yōu)化省級(jí)CIMISS數(shù)據(jù)服務(wù)能力
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高原與盆地暴雨旱澇災(zāi)害四川省重點(diǎn)實(shí)驗(yàn)室科技發(fā)展基金項(xiàng)目“基于分布式數(shù)據(jù)庫(kù)的CIMISS擴(kuò)能技術(shù)研究與系統(tǒng)建設(shè)”(省重實(shí)驗(yàn)室2018重點(diǎn)04)資助


Improvement of Data Service Capability of Provincial CIMISS Based on Distributed Storage Technology
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    摘要:

    隨著氣象數(shù)據(jù)量的不斷增長(zhǎng),進(jìn)一步提升CIMISS數(shù)據(jù)管理和服務(wù)能力的需求變得日益迫切。為解決存儲(chǔ)系統(tǒng)動(dòng)態(tài)擴(kuò)展能力不足、并行計(jì)算與吞吐效率低下等限制CIMISS繼續(xù)發(fā)展的問(wèn)題,采用分布式文件系統(tǒng)和NAS技術(shù)替代GPFS建設(shè)共享文件系統(tǒng),實(shí)現(xiàn)非結(jié)構(gòu)化氣象數(shù)據(jù)的存儲(chǔ)功能;采用分布式數(shù)據(jù)庫(kù)替代Oracle RAC建設(shè)關(guān)系數(shù)據(jù)庫(kù)管理系統(tǒng),實(shí)現(xiàn)結(jié)構(gòu)化氣象數(shù)據(jù)的存儲(chǔ)功能和非結(jié)構(gòu)化氣象數(shù)據(jù)的索引功能。實(shí)踐證明,該方案能夠有效地改善CIMISS的數(shù)據(jù)存儲(chǔ)能力、并發(fā)響應(yīng)能力,適應(yīng)未來(lái)氣象業(yè)務(wù)對(duì)數(shù)據(jù)存儲(chǔ)和應(yīng)用的需求。

    Abstract:

    As the meteorological data continuously grows, the needs to further improve the data management and service capacity of CIMISS (China Integrated Meteorological Information Sharing System) has become increasingly urgent. The storage system of CIMISS has some problems, such as insufficient dynamic expansion ability, poor parallel computing ability and low data throughput. To solve these problems that restrict the development of CIMISS, a group of distributed file systems and a distributed database system are established. Combining with NAS (Network Attached Storage) technology, the distributed file system replaces GPFS (General Parallel File System) and sets up shared file systems to store the unstructured meteorological data. The distributed database system replaces Oracle RAC and sets up an RDBMS (Relational Database Management System) to store the structured meteorological data and index meteorological data files. The practice has proved that the proposed scheme can effectively improve the data storage capacity and concurrent response ability of CIMISS to meet the needs of meteorological operations for data storage and application in the future.

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宋智,徐曉莉,張常亮,向筱銘,楊雪.應(yīng)用分布式存儲(chǔ)技術(shù)優(yōu)化省級(jí)CIMISS數(shù)據(jù)服務(wù)能力[J].氣象科技,2019,47(3):433~438

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  • 收稿日期:2018-05-08
  • 定稿日期:2018-10-29
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  • 在線發(fā)布日期: 2019-06-25
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