面向混合数据源的企业数据库私有云设计

针对混合数据源的采集、集成和应用问题,提出一种面向混合数据源的数据库私有云设计,针对混合数据源的不同结构化程度,将数据源分成结构化、半结构化和非结构化;针对混合数据源不同的不同时序特点,数据库私有云设计定时采集和实时采集两种采集方式;为了提高混合数据源的存取效率,数据库私有云将非结构化和半结构化数据存储在分布式文件系统...

Enterprise database private cloud design for hybrid data sources

To address the problems of collection,integration and application of hybrid data sources,a database private cloud design for hybrid data sources is proposed,in which the data sources are divided into structured,semi-structured and unstructured for different degrees of structure of hybrid data sources.In order to improve the access efficiency of the mixed data sources,the database private cloud stores the unstructured and semi-structured data in the distributed file system and the structured data in the distributed database;for the big data application requirements of the mixed data sources,the computation layer of the database private cloud consists of data warehouse,real-time data processing,machine learning and data query services;the database private cloud assists users in developing specific applications through the service enabling system,and manages and monitors these specific applications through the service management system.The database private cloud assists users in developing specific applications through a service enablement system,and manages and monitors these specific applications through a service management system.The database private cloud design can effectively provide enterprises with the efficiency and effectiveness of capturing,integrating and applying hybrid data sources.