應用分布式存儲技術優化省級CIMISS數據服務能力
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高原與盆地暴雨旱澇災害四川省重點實驗室科技發展基金項目“基于分布式數據庫的CIMISS擴能技術研究與系統建設”(省重實驗室2018重點04)資助


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

    隨著氣象數據量的不斷增長,進一步提升CIMISS數據管理和服務能力的需求變得日益迫切。為解決存儲系統動態擴展能力不足、并行計算與吞吐效率低下等限制CIMISS繼續發展的問題,采用分布式文件系統和NAS技術替代GPFS建設共享文件系統,實現非結構化氣象數據的存儲功能;采用分布式數據庫替代Oracle RAC建設關系數據庫管理系統,實現結構化氣象數據的存儲功能和非結構化氣象數據的索引功能。實踐證明,該方案能夠有效地改善CIMISS的數據存儲能力、并發響應能力,適應未來氣象業務對數據存儲和應用的需求。

    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.應用分布式存儲技術優化省級CIMISS數據服務能力[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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  • 在線發布日期: 2019-06-25
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