地震信息网络数据的动态存储方法研究
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湖南省教育厅科学研究项目(16C1061);西南民族大学中央高校基本科研业务费专项资金资助项目(2019NQN54);国家自然科学基金重点项目(570314002)


A Dynamic Storage Method of Seismic Information Network Data
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    摘要:

    为了提高地震信息网络数据存储的效率和稳定性,本文提出一种地震信息网络数据的动态储存方法。首先,设计和分析地震信息网络数据的动态存储系统中的硬件部分,基于Hadoop的分布式集群大数据动态存储系统,整合多台存储服务器,为一个集群系统,并平衡存储服务器负载情况,获取性能指标的比例值,通过加权公式获取综合性能参数,根据综合负载指标和服务器综合指标参数获取最佳存储服务器。对本文系统、高速数据存储系统和网络编码云存储系统进行大数据动态存储对比实验。实验结果表明:地震信息网络数据的动态存储耗时最短,存储效率最快;具有较高存储稳定性,且不会出现过载问题。

    Abstract:

    This study proposed a dynamic storage of seismic information network data to improve the storage efficiency and stability of seismic information network data. First, the hardware part of the dynamic storage system of seismic information network data was designed and analyzed. Then, a dynamic storage system of a distributed big data cluster based on Hadoop was constructed. In this system, multiple storage servers were integrated into a cluster system, and the load of storage servers was balanced to obtain the proportion of performance indicators and comprehensive performance parameters through the weighted formula. Comparative experiments were performed on the proposed system, the high-speed data storage system, and the network coding cloud storage system. Experimental results showed that the dynamic storage system of the seismic information network data had the shortest time and the fastest storage efficiency. The storage stability was high, and no overload problem was detected.

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龚明明,叶伦强.地震信息网络数据的动态存储方法研究[J].地震工程学报,2020,42(4):1043-1048. GONG Mingming, YE Lunqiang. A Dynamic Storage Method of Seismic Information Network Data[J]. China Earthquake Engineering Journal,2020,42(4):1043-1048.

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  • 收稿日期:2019-11-08
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  • 在线发布日期: 2020-08-18