面向DevOps的政务大数据分析可视化系统

Analysis Visualization System of Government Big Data for DevOps

随着大数据技术的快速发展,越来越多与政务大数据行业相关的项目正在规划和建立。当前政务大数据建设的重要方面之一,就是要把政务大数据作为重要资源,持续深入地挖掘数据价值,为政务服务、行政监管和社会治理过程中的科学分析、预测和决策提供重要基础。这就对大数据分析及可视化系统建设提出了新的技术要求,包括集成多种机器学习算法、集成多种可视化工具、支持快速迭代开发部署、支持交互式数据分析任务和可视化展示任务等。面向DevOps这一先进的持续集成和持续交付的平台,提出一种大数据分析及可视化系统,满足了上述政务大数据行业的新需求。通过政务大数据行业应用,表明该系统设计合理,可视化分析结果有效,具备持续交付能力,相关技术的集成具有很强的系统指导和应用价值。

With the rapid development of big data technology,more and more projects related to the government big data industry are being planned and established.One of the important aspects of current government big data construction is to use government big data as an important resource to continuously and deeply explore the value of data,and provide an important basis for scientific analysis,forecasting and decision-making in the process of government service,administrative supervision and social governance.This puts forward new technical requirements for the construction of big data analysis and visualization system,including integration of multiple machine learning algorithms,integration of multiple visualization tools,support for rapid iterative development deployment,support for interactive data analysis tasks and visual presentation tasks.We propose a big data analysis and visualization system for DevOps,an advanced platform for continuous integration and continuous delivery,to meet the new needs of the above-mentioned government big data industry.The application of government big data industry shows that the proposed system is reasonable in design,effective in visualization analysis results,capable of continuous delivery,which should have strong system guidance and application value for the integration of related technologies.