期刊文献+

一种宏观网络数据挖掘网格系统

Cyberspace network data mining grid system
下载PDF
导出
摘要 研究宏观网络安全数据挖掘系统的目的是保护大型网络中关键网络基础设施的可用性、机密性和完整性。为此,首先提出了一种宏观网络数据挖掘的系统框架;然后分析了宏观网络挖掘子系统和态势分析子系统;最后利用网格计算技术实现了该平台,并给出了其运行环境。该系统具有可扩展性,能有效进行宏观网络的数据挖掘和实时势态感知。 Research on cyberspace network security data mining system is to protect the usability, secret and integrity of key network infrastructure. This paper firstly put forward a framework for cyberspace network data mining system. Then described network mining subsystem and situational apperception subsystem. Finally discussed the corresponding system implementation and its runtime environment. The framework was scalable to conduct cyberspace data mining and situational apperception effectively.
出处 《计算机应用研究》 CSCD 北大核心 2008年第8期2480-2483,共4页 Application Research of Computers
基金 国家“973”计划重点资助项目(2004CB318004) 国家自然科学基金资助项目(60673069) 国家“863”计划资助项目(2007AA012447) 北京物资学院青年基金资助项目
关键词 数据挖掘 网格计算 网格服务 data mining grid computing grid service
  • 相关文献

参考文献11

  • 1MUKHERJEE B,HEBERLEIN L T,LEVITT K N.Network intrusion detection[J].IEEE Network,1994,8(3):26-41.
  • 2BREZANY P,HOFER J,WOHRER A,et al.Towards an open service architecture for data mining on the grid[C]//Proc of the 14th International Workshop on Database and Expert Systems Applications.Washington DC:IEEE Computer Society Press,2003:113-120.
  • 3LEE W,STOLFO S J,MOK K W.A data mining framework for building intrusion dectection models[C]//Proc of 1999 IEEE Symposium on Security and Privacy.Oakland,CA:IEEE Computer Society Press,1999:120-132.
  • 4ROIGER R J.GEATZ M W.数据挖掘教程[M].翁敬农,译.北京:清华大学出版社,2003:36-37.
  • 5ZHU Xing-quan,WU Xin-dong,YANG Ying.Dynamic classifier selection for effective mining from noisy data streams[C]//Proc of the 4th IEEE International Conference on Data Mining.Washington DC:IEEE Computer Society Press,2004:305-312.
  • 6NITTEL S,LEUNG K T.Parallelizing clustering of geoscientific data sets using data streams[C]//Proc of the 16th International Confe-rence on Scientific and Statistical Database Management.Washington DC:IEEE Computer Society Press,2004:73-84.
  • 7FLOERING B,BROTHERS B,KAIBARCZYK Z,et al.An adaptive architecture for monitoring and failure analysis of high-speed networks[C]//Proc of the International Conference on Dependable Systems and Networks.Washington DC:IEEE Computer Society Press,2002:69-78.
  • 8BASS T,ROAD S.Publish-subscribe enabled multisensor data fusion[C]//Proc of the 5th International Conference on Information Fusion.[S.l.]:IEEE Computer Society Press,2002:1076-1083.
  • 9SANCHEZ A,PENA J M,PREZ M S,et al.Improving distributed data mining techniques by means of a grid infrastructure[C]//LNCS 3292.2004:111-122.
  • 10FOSTER I,KESSEIMAN C,NICK J,et al.The physiology of the grid:an open grid services architecture for distributed systems integration[J].IEEE Computer,2002,35(6):37-46.

共引文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部