云计算环境下的数据挖掘服务模式

Data Mining Service Model in Cloud Computing Environment

为了求解网络环境下分布式海量数据的分析处理、促进数据挖掘的开发集成和商业应用,提出了云计算环境下的数据挖掘解决方案,通过云环境计算能力和云计算服务模式,阐述了对数据挖掘服务问题的解决机理。云计算环境下的数据挖掘是一种网络环境下的信息资源服务模式。基于此,构建了数据挖掘服务的架构,设计了数据挖掘服务的创建流程,给出了数据挖掘服务模型的体系结构,并从生命周期的角度定义了数据挖掘的服务过程,从而形成了云计算环境下的数据挖掘服务模式。

Data mining in cloud computing environment was proposed as a solution,in order to solve the task of distri-buted massive data analyzing in network and promote development integration and business application of data mining.The solving mechanism of data mining service was explained by computing capability and service model of cloud computing.Data mining in cloud computing environment is a service model of information resources in network.Based on these,the data mining service architecture was constructed,and the data mining service creating procedure was designed.The system architecture of data mining service model was depicted.The service process of data mining was defined.The data mining service model in cloud computing was formed consequently.