Scaling the performance of network intrusion detection with many-core processors

Jaehyun Nam, M. Jamshed, Byungkwon Choi, Dongsu Han, KyoungSoo Park
{"title":"Scaling the performance of network intrusion detection with many-core processors","authors":"Jaehyun Nam, M. Jamshed, Byungkwon Choi, Dongsu Han, KyoungSoo Park","doi":"10.1109/ANCS.2015.7110135","DOIUrl":null,"url":null,"abstract":"In this work, we present a highly scalable network intrusion detection system on many-core processors. To maximize the NIDS performance, we take advantage of the underlying hardware and adhere to four design principles: shared-nothing architecture, computation offloading, lightweight data structure, and flow offloading. Through the experimental results, we find that our design choices can significantly improve the NIDS performance (79 Gbps with 1514B synthetic packets). We believe that our design decisions can be easily extended to other many-core processors and programmable NICs.","PeriodicalId":186232,"journal":{"name":"2015 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANCS.2015.7110135","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

Abstract

In this work, we present a highly scalable network intrusion detection system on many-core processors. To maximize the NIDS performance, we take advantage of the underlying hardware and adhere to four design principles: shared-nothing architecture, computation offloading, lightweight data structure, and flow offloading. Through the experimental results, we find that our design choices can significantly improve the NIDS performance (79 Gbps with 1514B synthetic packets). We believe that our design decisions can be easily extended to other many-core processors and programmable NICs.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于多核处理器的网络入侵检测性能扩展
在这项工作中,我们提出了一个高度可扩展的多核处理器网络入侵检测系统。为了最大限度地提高NIDS性能,我们利用底层硬件并遵循四个设计原则:无共享架构、计算卸载、轻量级数据结构和流卸载。通过实验结果,我们发现我们的设计选择可以显著提高NIDS性能(1514B合成数据包为79 Gbps)。我们相信,我们的设计决策可以很容易地扩展到其他多核处理器和可编程网卡。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
qSDS: A QoS-Aware I/O scheduling framework towards software defined storage Transparent cloud access performance augmentation via an MPTCP-LISP connection proxy Packet classification using a bloom filter in a leaf-pushing area-based quad-trie Parsing application layer protocol with commodity hardware for SDN Recent trends in virtual network functions acceleration for carrier clouds
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1