煤炭大数据平台建设的关键技术及管理协同架构

Key technologies and management collaborative architecture of construction of coal big data platform

分析了煤炭大数据平台应用的现状及需求;从细粒度、广范围的数据获取、灵活可扩展的数据存储、多模态的数据处理、专业的数据可视化、高质量的数据管理5个方面详细阐述了煤炭大数据平台建设的关键技术,为煤炭大数据的采集、存储、分析、管理提供基础;提出了煤炭大数据管理协同架构,主要从技术和管理2个层面为煤炭大数据平台的建设提供参考,为大数据管理的顶层设计提供了思路。

Application status and needs of coal big data platform were analyzed.Key technologies of construction of coal big data platform were explained in detail from five aspects of fine-grained and widerange data acquisition,flexible and scalable data storage,multimodal data processing,professional data visualization and high-quality data management,the foundation for collection,storage,analysis and management of coal big data was provided.Collaborative architecture of coal big data management was put forward,suggestions for the construction of coal big data platform was provided from two aspects of technology and management,and ideas for top-level design of big data management was provided.