Internet Performance from Facebook's Edge

Brandon Schlinker, Ítalo F. S. Cunha, Yi-Ching Chiu, S. Sundaresan, Ethan Katz-Bassett
{"title":"Internet Performance from Facebook's Edge","authors":"Brandon Schlinker, Ítalo F. S. Cunha, Yi-Ching Chiu, S. Sundaresan, Ethan Katz-Bassett","doi":"10.1145/3355369.3355567","DOIUrl":null,"url":null,"abstract":"We examine the current state of user network performance and opportunities to improve it from the vantage point of Facebook, a global content provider. Facebook serves over 2 billion users distributed around the world using a network of PoPs and interconnections spread across 6 continents. In this paper, we execute a large-scale, 10-day measurement study of metrics at the TCP and HTTP layers for production user traffic at all of Facebook's PoPs worldwide, collecting performance measurements for hundreds of trillions of sampled HTTP sessions. We discuss our approach to collecting and analyzing measurements, including a novel approach to characterizing user achievable goodput from the server side. We find that most user sessions have MinRTT less than 39ms and can support HD video. We investigate if it is possible to improve performance by incorporating performance information into Facebook's routing decisions; we find that default routing by Facebook is largely optimal. To our knowledge, our measurement study is the first characterization of user performance on today's Internet from the vantage point of a global content provider.","PeriodicalId":20640,"journal":{"name":"Proceedings of the Internet Measurement Conference 2018","volume":"10 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"41","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Internet Measurement Conference 2018","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3355369.3355567","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 41

Abstract

We examine the current state of user network performance and opportunities to improve it from the vantage point of Facebook, a global content provider. Facebook serves over 2 billion users distributed around the world using a network of PoPs and interconnections spread across 6 continents. In this paper, we execute a large-scale, 10-day measurement study of metrics at the TCP and HTTP layers for production user traffic at all of Facebook's PoPs worldwide, collecting performance measurements for hundreds of trillions of sampled HTTP sessions. We discuss our approach to collecting and analyzing measurements, including a novel approach to characterizing user achievable goodput from the server side. We find that most user sessions have MinRTT less than 39ms and can support HD video. We investigate if it is possible to improve performance by incorporating performance information into Facebook's routing decisions; we find that default routing by Facebook is largely optimal. To our knowledge, our measurement study is the first characterization of user performance on today's Internet from the vantage point of a global content provider.
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
Facebook Edge的互联网性能
我们从全球内容提供商Facebook的角度审视用户网络性能的现状和改进它的机会。Facebook通过遍布六大洲的pop和互连网络为全球超过20亿用户提供服务。在本文中,我们在TCP和HTTP层对Facebook全球所有pop的生产用户流量进行了为期10天的大规模测量研究,收集了数以万亿计的HTTP会话样本的性能测量数据。我们讨论了收集和分析度量的方法,包括一种从服务器端描述用户可实现的收益的新方法。我们发现大多数用户会话的MinRTT小于39ms,并且可以支持高清视频。我们调查是否有可能通过将性能信息纳入Facebook的路由决策来提高性能;我们发现Facebook的默认路由在很大程度上是最佳的。据我们所知,我们的测量研究是第一次从全球内容提供商的角度对当今互联网上的用户性能进行表征。
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
Reducing Permission Requests in Mobile Apps A Look at the ECS Behavior of DNS Resolvers RPKI is Coming of Age: A Longitudinal Study of RPKI Deployment and Invalid Route Origins Scanning the Scanners: Sensing the Internet from a Massively Distributed Network Telescope Learning Regexes to Extract Router Names from Hostnames
×
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