摘要
云计算、大数据和人工智能等技术的快速发展和广泛应用,为传统地质行业数据管理与处理提供了新的解决途径.基于云计算技术研发的地球化学数据处理系统,旨在解决目前地球化学数据处理过程中遇到的诸多问题,以满足用户多样化场景应用需求.系统充分利用虚拟化技术、云存储技术、云计算技术和云安全技术,在Hadoop生态框架下采用关系型数据库存储基础数据、NoSQL数据库保存非结构化业务数据,设计了数据存储服务、数据处理服务和业务应用服务,解决了地球化学数据存储技术、大数据处理技术、数据安全管理技术和地质数据可视化技术等一系列关键技术,实现了地球化学原始数据和成果数据的管理、存储、处理、展示和分析等功能,为地球化学数据的高效应用与服务提供技术支撑.
Abstract
The rapid development and widespread application of technologies such as cloud computing,big data,and artificial intelligence have provided new solutions for data management and processing in traditional geological indus-tries.The geochemical data processing system developed based on cloud computing technology aims to solve many prob-lems encountered in the current geochemical data processing process,in order to meet the diverse application needs of us-ers.The system fully utilizes virtualization technology,cloud storage technology,cloud computing technology,and cloud security technology,using a relational database to store basic data and a NoSQL database to store unstructured business data within the Hadoop ecosystem framework,designed data storage services,data processing services,and business ap-plication services,a series of key technologies such as geochemical data storage technology,big data processing technol-ogy,data security management technology,and geological data visualization technology have been solved,achieving functions such as management,storage,processing,display,and analysis of geochemical raw and result data,providing technical support for the efficient application and service of geochemical data.
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