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为进一步讨论网络环境下海量数据的处理问题,笔者分析云计算环境下面向服务的数据挖掘方式,结合商业、科学等多个领域,分析云计算数据挖掘引擎的CLOUDDM框架。在不同范围内,讨论CLOUDDM框架利用云计算平台,为实现海量数据处理的能力,最终提出面向服务的形式支持分布式数据挖掘引擎的设计与应用,以求有效解决在海量数据挖掘过程中的数据储存、数据管理、数据计算等多种问题。
In order to further discuss the handling of massive data in the network environment, the author analyzes the service-oriented data mining method in cloud computing environment and analyzes the CLOUDDM framework of cloud computing data mining engine combining with business and science. In different scopes, discuss the CLOUDDM framework using cloud computing platform, in order to achieve the capacity of massive data processing, the final proposed service-oriented form of support for distributed data mining engine design and application in order to effectively solve the mass data mining process data Storage, data management, data computing and other issues.