基于云计算的 Web数据挖掘Map／Reduce 算法的研究

摘要

With the extensive application of Internet technology ,the network processing of massive data has become the key to the development of the network .The Map/Reduce algorithm of Web Data Mining Based on cloud computing is proposed to establish the model ,architecture ,through the experiment ,cloud computing is combined with the algorithm ,improve the efficiency of data mining ,and computational simulation platform and the platform used on Virtualization clouds are integrated ,the key technology to provide services for the Web Service ,to maximize its usability ,compatibility ,expansibility etc .%随着互联网技术的广泛应用，网络上处理海量数据成为网络发展的关键，论文主要介绍了基于云计算的Web数据挖掘M ap/Reduce算法的研究，提出了M ap/Reduce算法的模型，建立体系架构，通过实验，云计算与该算法相结合，提高了数据挖掘的效率，与计算仿真平台的以及在该平台下采用虚拟化技术对子云层进行整合，为Web Service提供服务的关键技术，最大限度的发挥了其可用性、协同性、扩展性等特点。