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Democratizing LEO Satellite Network Measurement

Published: 10 June 2024 Publication History

Abstract

Low Earth Orbit (LEO) satellite networks are quickly gaining traction with promises of impressively low latency, high bandwidth, and global reach. However, the research community knows relatively little about their operation and performance in practice. The obscurity is largely due to the high barrier of entry for measuring LEO networks, which requires deploying specialized hardware or recruiting large numbers of satellite Internet customers. In this paper, we introduce HitchHiking, a methodology that democratizes global visibility into LEO satellite networks. HitchHiking builds on the observation that Internet-exposed services that use LEO Internet can reveal satellite network architecture and performance, bypassing the need for specialized hardware. We evaluate HitchHiking against ground truth measurements and prior methods, showing that it provides more coverage and accuracy. With HitchHiking, we complete the largest study to date of Starlink network latency, measuring over 2,400~users across 27~countries. We uncover unexpected patterns in latency that surface how LEO routing is more complex than previously understood. Finally, we conclude with recommendations for future research on LEO networks.

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Cited By

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  • (2024)A Global Perspective on the Past, Present, and Future of Video Streaming over StarlinkProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/37004128:3(1-22)Online publication date: 10-Dec-2024
  • (2024)Komet: A Serverless Platform for Low-Earth Orbit Edge ServicesProceedings of the 2024 ACM Symposium on Cloud Computing10.1145/3698038.3698517(866-882)Online publication date: 20-Nov-2024
  • (2024)Trajectory-based Serving Satellite Identification with User Terminal's Field-of-ViewProceedings of the 2nd International Workshop on LEO Networking and Communication10.1145/3697253.3697266(55-60)Online publication date: 18-Nov-2024
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Information

Published In

cover image ACM Conferences
SIGMETRICS/PERFORMANCE '24: Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems
June 2024
120 pages
ISBN:9798400706240
DOI:10.1145/3652963
  • cover image ACM SIGMETRICS Performance Evaluation Review
    ACM SIGMETRICS Performance Evaluation Review  Volume 52, Issue 1
    SIGMETRICS '24
    June 2024
    104 pages
    DOI:10.1145/3673660
    • Editor:
    • Bo Ji
    Issue’s Table of Contents
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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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 June 2024

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Author Tags

  1. leo
  2. measurement
  3. satellite
  4. starlink

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  • Abstract

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  • NSF

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SIGMETRICS/PERFORMANCE '24
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Overall Acceptance Rate 459 of 2,691 submissions, 17%

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Cited By

View all
  • (2024)A Global Perspective on the Past, Present, and Future of Video Streaming over StarlinkProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/37004128:3(1-22)Online publication date: 10-Dec-2024
  • (2024)Komet: A Serverless Platform for Low-Earth Orbit Edge ServicesProceedings of the 2024 ACM Symposium on Cloud Computing10.1145/3698038.3698517(866-882)Online publication date: 20-Nov-2024
  • (2024)Trajectory-based Serving Satellite Identification with User Terminal's Field-of-ViewProceedings of the 2nd International Workshop on LEO Networking and Communication10.1145/3697253.3697266(55-60)Online publication date: 18-Nov-2024
  • (2024)A Call for Decentralized Satellite NetworksProceedings of the 23rd ACM Workshop on Hot Topics in Networks10.1145/3696348.3696896(25-33)Online publication date: 18-Nov-2024
  • (2024)A Multifaceted Look at Starlink PerformanceProceedings of the ACM on Web Conference 202410.1145/3589334.3645328(2723-2734)Online publication date: 13-May-2024
  • (2024)FPGA-based Inference Parallelization for Onboard RL-based Routing in Dynamic LEO Satellite NetworksInternational Journal of Aeronautical and Space Sciences10.1007/s42405-024-00720-w25:3(1135-1145)Online publication date: 12-Apr-2024
  • (2024)$x$eoverse: A Real-time Simulation Platform for Large LEO Satellite Mega-Constellations2024 IFIP Networking Conference (IFIP Networking)10.23919/IFIPNetworking62109.2024.10619898(1-9)Online publication date: 3-Jun-2024
  • (2024)Measuring the Satellite Links of a LEO NetworkICC 2024 - IEEE International Conference on Communications10.1109/ICC51166.2024.10623111(4439-4444)Online publication date: 9-Jun-2024
  • (2024)Characterizing and Analyzing LEO Satellite Cyber Landscape: A Starlink Case StudyICC 2024 - IEEE International Conference on Communications10.1109/ICC51166.2024.10623029(1352-1357)Online publication date: 9-Jun-2024

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