一个可扩展的高性能CERNET网络监控代理

Zhang Hui, Li Xing, Li Zimu
{"title":"一个可扩展的高性能CERNET网络监控代理","authors":"Zhang Hui, Li Xing, Li Zimu","doi":"10.1109/PDCAT.2003.1236277","DOIUrl":null,"url":null,"abstract":"In a cost-effective way, collecting and analyzing data from such a nationwide operational network as China Education and Research Network (CERNET) is an increasingly challenging task. We present experience gained in designing and implementing a passive monitoring agent applicable to CERNET, which helps to cooperate not only with network intrusion detection system (IDS), network management system (NMS) for detecting and identifying signs of malicious activities, nonmalicious failures and other exceptional events in real-time, but provides anomaly information to accounting and billing system (ABS) so as to make it healthy. This agent is characterized by a high performance data collecting facility and a methodology of real-time data correlation and analysis. A customized agent can be deployed on a particular link of CERNET for monitoring network dynamically. We discuss how to conflate, correlate, associate and refine measurement data to discriminate anomalies such as DoS from normal traffic, and how to respond to the anomalies for the purpose of operational network's health. It concludes with experiences learned from the development and deployment of the agent and ongoing research work.","PeriodicalId":145111,"journal":{"name":"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A scalable high performance network monitoring agent for CERNET\",\"authors\":\"Zhang Hui, Li Xing, Li Zimu\",\"doi\":\"10.1109/PDCAT.2003.1236277\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In a cost-effective way, collecting and analyzing data from such a nationwide operational network as China Education and Research Network (CERNET) is an increasingly challenging task. We present experience gained in designing and implementing a passive monitoring agent applicable to CERNET, which helps to cooperate not only with network intrusion detection system (IDS), network management system (NMS) for detecting and identifying signs of malicious activities, nonmalicious failures and other exceptional events in real-time, but provides anomaly information to accounting and billing system (ABS) so as to make it healthy. This agent is characterized by a high performance data collecting facility and a methodology of real-time data correlation and analysis. A customized agent can be deployed on a particular link of CERNET for monitoring network dynamically. We discuss how to conflate, correlate, associate and refine measurement data to discriminate anomalies such as DoS from normal traffic, and how to respond to the anomalies for the purpose of operational network's health. It concludes with experiences learned from the development and deployment of the agent and ongoing research work.\",\"PeriodicalId\":145111,\"journal\":{\"name\":\"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PDCAT.2003.1236277\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PDCAT.2003.1236277","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

从中国教育和科研网络(CERNET)这样一个全国性的运营网络中收集和分析数据,以一种经济有效的方式,是一项越来越具有挑战性的任务。本文介绍了一种适用于CERNET的被动监控代理的设计和实现经验,该代理不仅可以与网络入侵检测系统(IDS)、网络管理系统(NMS)协同实时检测和识别恶意活动、非恶意故障等异常事件的迹象,还可以向会计计费系统(ABS)提供异常信息,使其健康运行。该代理的特点是高性能的数据收集设施和实时数据关联和分析的方法。可以在CERNET的特定链路上部署自定义代理,实现对网络的动态监控。我们讨论了如何合并、关联、关联和细化测量数据,以区分异常(如DoS)和正常流量,以及如何响应异常,以确保运营网络的健康。报告最后总结了从开发和部署该剂以及正在进行的研究工作中获得的经验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A scalable high performance network monitoring agent for CERNET
In a cost-effective way, collecting and analyzing data from such a nationwide operational network as China Education and Research Network (CERNET) is an increasingly challenging task. We present experience gained in designing and implementing a passive monitoring agent applicable to CERNET, which helps to cooperate not only with network intrusion detection system (IDS), network management system (NMS) for detecting and identifying signs of malicious activities, nonmalicious failures and other exceptional events in real-time, but provides anomaly information to accounting and billing system (ABS) so as to make it healthy. This agent is characterized by a high performance data collecting facility and a methodology of real-time data correlation and analysis. A customized agent can be deployed on a particular link of CERNET for monitoring network dynamically. We discuss how to conflate, correlate, associate and refine measurement data to discriminate anomalies such as DoS from normal traffic, and how to respond to the anomalies for the purpose of operational network's health. It concludes with experiences learned from the development and deployment of the agent and ongoing research work.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信