一种工业大数据云平台的架构及监控技术研究

Architecture and Monitoring Technology of an Industrial Big Data Cloud Platform

针对传统工业架构下工业企业面临的数据孤岛,数据处理技术不明确,数据利用效率低下等问题,对基于Spark的工业大数据云平台相关大数据技术进行了深入研究,提出了基于该云平台的工业大数据解决方案,并最终搭建了一个小型私有工业大数据云平台。该云平台的实际应用情况表明其对于大数据技术应用于工业企业、促进管理人员智能决策管理具有重要的借鉴意义。

In this paper,Spark based industrial big data cloud platform and relevant big data technology are studied in depth.The industrial big data solution based on the cloud platform is proposed,and a small private industrial big data cloud platform is finally built.The actual application of this cloud platform indicates that it has important reference significance for the application of big data technology in industrial enterprises .