电脑开发与应用
電腦開髮與應用
전뇌개발여응용
COMPUTER DEVELOPMENT & APPLICATIONS
2014年
7期
77-80
,共4页
云计算%数据挖掘%海量数据%并行分布式系统
雲計算%數據挖掘%海量數據%併行分佈式繫統
운계산%수거알굴%해량수거%병행분포식계통
cloud computing%data mining%mass data%parallel and distributed system
网络技术在带给人们大量信息的同时，也极大地增加了人们从海量数据中发现有用知识的难度，而解决这一问题的努力促进了数据挖掘技术的出现和快速发展。云计算是能够提供动态资源池、虚拟化和高可用性的计算平台，云计算开发平台可被用来开发高性能应用程序。研究云计算环境下并行分布式数据挖掘平台的3个层次，依下而上为分布式计算层，知识发现平台层以及用户应用层。
網絡技術在帶給人們大量信息的同時，也極大地增加瞭人們從海量數據中髮現有用知識的難度，而解決這一問題的努力促進瞭數據挖掘技術的齣現和快速髮展。雲計算是能夠提供動態資源池、虛擬化和高可用性的計算平檯，雲計算開髮平檯可被用來開髮高性能應用程序。研究雲計算環境下併行分佈式數據挖掘平檯的3箇層次，依下而上為分佈式計算層，知識髮現平檯層以及用戶應用層。
망락기술재대급인문대량신식적동시，야겁대지증가료인문종해량수거중발현유용지식적난도，이해결저일문제적노력촉진료수거알굴기술적출현화쾌속발전。운계산시능구제공동태자원지、허의화화고가용성적계산평태，운계산개발평태가피용래개발고성능응용정서。연구운계산배경하병행분포식수거알굴평태적3개층차，의하이상위분포식계산층，지식발현평태층이급용호응용층。
The development of network techniques brings people in a great deal of information, it also greatly increase the difficulty to find useful knowledge from mass data.The efforts solved this problem promote the emergence and rapid development of data mining techniques. Cloud computing is a style of computing in which dynamically scalable and often virtualized resources are provided as a service over the Internet. Cloud computing platform can be used to development high capability programmes. The paper researches the three levels in parallel and distributed data mining under cloud computing suchas,by bottom-up,the distributed computing layer, the data mining platform layer and the service application layer.
