%0 Journal Article
%T Application of Data Mining in IT Infrastructure Monitoring<br>数据挖掘技术在IT基础设施监控系统中的应用
%A SONG Ying-Pai
%A WANG Lin-Lin
%A <br>宋应湃
%A 汪林林
%J 计算机科学
%D 2007
%I 
%X We explore a new application of data mining technology in IT infrastructure monitoring system.To find interesting patterns in historical data stored by monitoring system,including performance data and event data,we adopt the standard data mining process described in CRISP-DM and use two methods,including the time series data mining method and linear regression fit.Because of the specialties of this application,we improve the way of setting model parameter and induct a new index-load index-to improve the accuracy of model built by data mining method.
%K IT Infrastructure monitoring
%K Data mining
%K CRISP-DM
%K Linear regression
%K Time series<br>IT基础设施监控
%K 数据挖掘
%K CRISP-DM
%K 线性回归
%K 时序数据
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=DBE46538ADFA095C63D9ABB32B938755&yid=A732AF04DDA03BB3&vid=339D79302DF62549&iid=94C357A881DFC066&sid=EF27C460877D3C9F&eid=334E2BB8B9A55ABB&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=9