INT-probe: Lightweight In-band Network-Wide Telemetry with Stationary Probes

Tian Pan, Xingchen Lin, Haoyu Song, Enge Song, Zizheng Bian, Hao Li, Jiao Zhang, Fuliang Li, Tao Huang, Chenhao Jia, Bin Liu
{"title":"INT-probe: Lightweight In-band Network-Wide Telemetry with Stationary Probes","authors":"Tian Pan, Xingchen Lin, Haoyu Song, Enge Song, Zizheng Bian, Hao Li, Jiao Zhang, Fuliang Li, Tao Huang, Chenhao Jia, Bin Liu","doi":"10.1109/ICDCS51616.2021.00090","DOIUrl":null,"url":null,"abstract":"Visibility is essential for operating and troubleshooting intricate networks. In-band Network Telemetry (INT) has been embedded in the latest merchant silicons to offer high-precision device and traffic state visibility. INT is actually an underlying technique and each INT instance covers only one monitoring path. The network-wide measurement coverage therefore requires a high-level orchestration to provision multiple INT paths. An optimal path planning is expected to produce a minimum number of paths with a minimum number of overlapping links. Eulerian trail has been used to solve the general problem. However, in production networks, the vantage points where one can deploy probes to start and terminate INT paths are constrained. In this work, we propose an optimal path planning algorithm, INT-probe, which achieves the network-wide telemetry coverage under the constraint of stationary probes. INT-probe formulates the constrained path planning into an extended multi-depot k-Chinese postman problem (MDCPP-set) and then reduces it to a solvable minimum weight perfect matching problem. We analyze algorithm's theoretical bound and the complexity. Extensive evaluation on both wide area networks and data center networks with different scales and topologies are conducted. We show INT-probe is efficient, high-performance, and practical for real-world deployment. For a large-scale data center networks with 1125 switches, INT-probe can generate 112 monitoring paths (reduced by 50.4 %) by allowing only 1.79% increase of the total path length, promptly resolving link failures within 744.71ms.","PeriodicalId":222376,"journal":{"name":"2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDCS51616.2021.00090","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

Visibility is essential for operating and troubleshooting intricate networks. In-band Network Telemetry (INT) has been embedded in the latest merchant silicons to offer high-precision device and traffic state visibility. INT is actually an underlying technique and each INT instance covers only one monitoring path. The network-wide measurement coverage therefore requires a high-level orchestration to provision multiple INT paths. An optimal path planning is expected to produce a minimum number of paths with a minimum number of overlapping links. Eulerian trail has been used to solve the general problem. However, in production networks, the vantage points where one can deploy probes to start and terminate INT paths are constrained. In this work, we propose an optimal path planning algorithm, INT-probe, which achieves the network-wide telemetry coverage under the constraint of stationary probes. INT-probe formulates the constrained path planning into an extended multi-depot k-Chinese postman problem (MDCPP-set) and then reduces it to a solvable minimum weight perfect matching problem. We analyze algorithm's theoretical bound and the complexity. Extensive evaluation on both wide area networks and data center networks with different scales and topologies are conducted. We show INT-probe is efficient, high-performance, and practical for real-world deployment. For a large-scale data center networks with 1125 switches, INT-probe can generate 112 monitoring paths (reduced by 50.4 %) by allowing only 1.79% increase of the total path length, promptly resolving link failures within 744.71ms.
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
INT-probe:轻型带内网络范围遥测固定探头
可见性对于复杂网络的操作和故障排除至关重要。带内网络遥测(INT)已经嵌入到最新的商用芯片中,以提供高精度的设备和流量状态可见性。INT实际上是一种底层技术,每个INT实例只覆盖一条监视路径。因此,网络范围的测量覆盖需要一个高级的编排来提供多个INT路径。最优路径规划期望产生最少数量的路径和最少数量的重叠链路。欧拉轨迹已被用来解决一般问题。然而,在生产网络中,可以部署探针来启动和终止INT路径的有利位置是受限的。本文提出了一种最优路径规划算法INT-probe,在固定探针约束下实现了全网范围的遥测覆盖。INT-probe将约束路径规划化为扩展的多站点邮差问题(MDCPP-set),并将其简化为可解的最小权值完美匹配问题。分析了算法的理论边界和复杂度。对不同规模和拓扑结构的广域网和数据中心网络进行了广泛的评估。我们展示了INT-probe在实际部署中是高效、高性能和实用的。对于拥有1125台交换机的大型数据中心网络,INT-probe在只允许总路径长度增加1.79%的情况下,可以生成112条监控路径(减少50.4%),在744.71ms内及时解决链路故障。
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
Practical Location Privacy Attacks and Defense on Point-of-interest Aggregates Hand-Key: Leveraging Multiple Hand Biometrics for Attack-Resilient User Authentication Using COTS RFID Recognizing 3D Orientation of a Two-RFID-Tag Labeled Object in Multipath Environments Using Deep Transfer Learning The Vertical Cuckoo Filters: A Family of Insertion-friendly Sketches for Online Applications Dyconits: Scaling Minecraft-like Services through Dynamically Managed Inconsistency
×
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