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Locating CDN edge servers with HTTP responses

Published: 25 October 2022 Publication History

Abstract

Determining the physical locations of CDN Points of Presence (PoPs) is fundamental to understanding and diagnosing CDN services. Yet, the popular deployment of IP Anycast in CDNs has rendered existing geolocation tools unreliable. To fill this gap, we present an HTTP-based solution that leverages subtle geographic hints in HTTP responses to locate CDN PoPs at the city-level granularity. The evaluation shows that our technique achieves over 90% accuracy with an average error distance of less than 40 km.

References

[1]
International Air Transport Association. 2022. IATA Airline and Location Codes. https://www.iata.org/en/services/codes. Accessed: 2022-05-01.
[2]
Matt Calder, Ashley Flavel, Ethan Katz-Bassett, Ratul Mahajan, and Jitendra Padhye. 2015. Analyzing the Performance of an Anycast CDN. In Proc. of IMC.
[3]
Danilo Cicalese, Jordan Augé, Diana Joumblatt, Dario Rossi, Marc-Olivier Buob, and Timur Friedman. 2015. Lightweight Anycast Enumeration and Geolocation. In INFOCOM WKSHPS.
[4]
Danilo Cicalese, Diana Zeaiter Joumblatt, Dario Rossi, Marc-Olivier Buob, Jordan Augé, and Timur Friedman. 2016. Latency-Based Anycast Geolocation: Algorithms, Software, and Data Sets. IEEE J. Sel. Areas Commun. 34, 6 (2016), 1889--1903.
[5]
Cloudflare Inc. 2022. Cloudflare Status. https://www.cloudflarestatus.com/. Accessed: 2022-05-01.
[6]
Edgecast Networks Inc. 2022. Edgecast PoP listing. https://docs.edgecast.com/cdn/Content/Reference/POP_Listing.htm. Accessed: 2022-05-01.
[7]
MaxMind Inc. 2022. GeoLite2 Free Geolocation Data. https://dev.maxmind.com/geoip/geolite2-free-geolocation-data. Accessed: 2022-05-31.
[8]
IP2Location. 2022. IP2Location IP Address Geolocation Database. https://www.ip2location.com/database/ip2location. Accessed: 2022-06-28.
[9]
Proinity LLC. 2022. KeyCDN Status. https://status.keycdn.com. Accessed: 2022-05-18.
[10]
StackPath LLC. 2022. StackPath Status. https://status.stackpath.com. Accessed: 2022-05-18.
[11]
Uptrends LLC. 2022. Website monitoring and web performance monitoring. https://www.uptrends.com. Accessed: 2022-05-01.
[12]
Matthew Luckie, Bradley Huffaker, Alexander Marder, Zachary Bischof, Marianne Fletcher, and Kimberly C. Claffy. 2021. Learning to Extract Geographic Information from Internet Router Hostnames. In Proc. of CoNEXT.
[13]
Jan Odvarko. 2022. HAR 1.2 Spec. http://www.softwareishard.com/blog/har-12-spec. Accessed: 2022-05-01.
[14]
Claude Sammut and Geoffrey I. Webb. 2010. Encyclopedia of Machine Learning. 986--987.
[15]
Quirin Scheitle, Oliver Gasser, Patrick Sattler, and Georg Carle. 2017. HLOC: Hints-Based Geolocation Leveraging Multiple Measurement Frameworks. In Proc. of TMA.
[16]
Ankit Singla, Balakrishnan Chandrasekaran, Brighten Godfrey, and Bruce M. Maggs. 2014. The Internet at the Speed of Light. In Proc. of HotNets.
[17]
Jing'an Xue, Weizhen Dang, Haibo Wang, Jilong Wang, and Hui Wang. 2019. Evaluating Performance and Inefficient Routing of an Anycast CDN. In Proc. of IWQoS.
[18]
Mengying Zhou, Tiancheng Guo, Yang Chen, Junjie Wan, and Xin Wang. 2021. Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands. In Proc. of Middleware.

Cited By

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  • (2024)Towards Measuring Content LocalityProceedings of the 2024 Applied Networking Research Workshop10.1145/3673422.3674895(88-90)Online publication date: 23-Jul-2024
  • (2024)Dissecting the Applicability of HTTP/3 in Content Delivery Networks2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)10.1109/ICDCS60910.2024.00091(936-946)Online publication date: 23-Jul-2024
  • (2022)Jujuby: Design and Deployment of a Crawler for Twitch CDN MappingProceedings of the 17th Asian Internet Engineering Conference10.1145/3570748.3570755(44-52)Online publication date: 19-Dec-2022

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  1. Locating CDN edge servers with HTTP responses

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    cover image ACM Conferences
    SIGCOMM '22: Proceedings of the SIGCOMM '22 Poster and Demo Sessions
    August 2022
    69 pages
    ISBN:9781450394345
    DOI:10.1145/3546037
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 25 October 2022

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    Author Tags

    1. CDN
    2. geolocation
    3. measurement

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    • Demonstration

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    SIGCOMM '22
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    SIGCOMM '22: ACM SIGCOMM 2022 Conference
    August 22 - 26, 2022
    Amsterdam, Netherlands

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    Overall Acceptance Rate 92 of 158 submissions, 58%

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    Cited By

    View all
    • (2024)Towards Measuring Content LocalityProceedings of the 2024 Applied Networking Research Workshop10.1145/3673422.3674895(88-90)Online publication date: 23-Jul-2024
    • (2024)Dissecting the Applicability of HTTP/3 in Content Delivery Networks2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)10.1109/ICDCS60910.2024.00091(936-946)Online publication date: 23-Jul-2024
    • (2022)Jujuby: Design and Deployment of a Crawler for Twitch CDN MappingProceedings of the 17th Asian Internet Engineering Conference10.1145/3570748.3570755(44-52)Online publication date: 19-Dec-2022

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