云计算环境下海量数据挖掘的研究

Study on massive data mining based on the cloud computing environment

传统的数据挖掘模式和方法已经不能适应如今数据的快速增长,分析了将传统数据挖掘算法与云计算技术相结合的实现过程。通过研究云计算环境下海量数据挖掘的三层模型,发现该模型最大的优点是数据挖掘速度快、可靠性高,而且随着数据量的增加,该模型的优势也愈发明显。

The traditional mode and method of data mining are unable to adapt to the rapid growth of data. The traditional data mining algorithm is analyzed to realize the process of combining with the cloud computing technology. Through the research of massive data mining three layer model based on the cloud computing environment, the advantages of this model are its rapid speed and high accuracy of the data mining. With the increasing of data quantity, the superiority of this model is getting more obvious.