基于云计算的数据挖掘平台架构及其关键技术研究

Research on the architecture and key technologies of data mining platform based on cloud computing

近年来,随着经济的飞速发展,社会逐渐步入信息化社会。相比传统数据挖掘系统,基于云计算的数据挖掘平台是新时代的科技产物,具有得天独厚的优势,其处理海量数据的能力、面向服务、高度扩展性等特点受到各行各业广泛的关注和认可。文章首先概述了云计算的概念以及服务范围,之后分析基于云计算的数据挖掘平台架构,并且提出相关的技术指导建议。

In recent years, with the rapid development of economy, the society has gradually stepped into the information society. Compared with the traditional data mining system, the data mining platform based on cloud computing is the product of science and technology in the new era, which has unique advantages. Its ability to deal with massive data, service-oriented, high scalability and other characteristics are widely concerned and recognized by all walks of life. This paper first outlines the concept and service scope of cloud computing, then analyzes the data mining platform architecture based on cloud computing, and puts forward relevant technical guidance suggestions.