Experiences with a continuous network tracing infrastructure

Alefiya Hussain, G. Bartlett, Yuri Pryadkin, J. Heidemann, C. Papadopoulos, J. Bannister
{"title":"Experiences with a continuous network tracing infrastructure","authors":"Alefiya Hussain, G. Bartlett, Yuri Pryadkin, J. Heidemann, C. Papadopoulos, J. Bannister","doi":"10.1145/1080173.1080181","DOIUrl":null,"url":null,"abstract":"One of the most pressing problems in network research is the lack of long-term trace data from ISPs. The Internet carries an enormous volume and variety of data; mining this data can provide valuable insight into the design and development of new protocols and applications. Although capture cards for high-speed links exist today, actually making the network traffic available for analysis involves more than just getting the packets off the wire, but also handling large and variable traffic loads, sanitizing and anonymizing the data, and coordinating access by multiple users. In this paper we discuss the requirements, challenges, and design of an effective traffic monitoring infrastructure for network research. We describe our experience in deploying and maintaining a multi-user system for continuous trace collection at a large regional ISP@. We evaluate the performance of our system and show that it can support sustained collection and processing rates of over 160--300Mbits/s.","PeriodicalId":216113,"journal":{"name":"Annual ACM Workshop on Mining Network Data","volume":"151 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"36","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual ACM Workshop on Mining Network Data","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1080173.1080181","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 36

Abstract

One of the most pressing problems in network research is the lack of long-term trace data from ISPs. The Internet carries an enormous volume and variety of data; mining this data can provide valuable insight into the design and development of new protocols and applications. Although capture cards for high-speed links exist today, actually making the network traffic available for analysis involves more than just getting the packets off the wire, but also handling large and variable traffic loads, sanitizing and anonymizing the data, and coordinating access by multiple users. In this paper we discuss the requirements, challenges, and design of an effective traffic monitoring infrastructure for network research. We describe our experience in deploying and maintaining a multi-user system for continuous trace collection at a large regional ISP@. We evaluate the performance of our system and show that it can support sustained collection and processing rates of over 160--300Mbits/s.
具有连续网络跟踪基础设施的经验
网络研究中最紧迫的问题之一是缺乏来自isp的长期跟踪数据。互联网承载着巨大的容量和各种各样的数据;挖掘这些数据可以为新协议和应用程序的设计和开发提供有价值的见解。尽管目前存在用于高速链路的捕获卡,但实际上使网络流量可用于分析不仅仅涉及从线路上获取数据包,还涉及处理大型和可变的流量负载,对数据进行消毒和匿名化,以及协调多个用户的访问。本文讨论了网络研究中有效的流量监控基础设施的需求、挑战和设计。我们描述了在大型区域ISP@.部署和维护多用户系统以进行连续跟踪收集的经验我们评估了系统的性能,并表明它可以支持超过160—300Mbits/s的持续收集和处理速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:481959085
Book学术官方微信