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Mobile access bandwidth in practice: measurement, analysis, and implications

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Tianyin XuAuthors Info & Claims

SIGCOMM '22: Proceedings of the ACM SIGCOMM 2022 Conference

Pages 114 - 128

https://doi.org/10.1145/3544216.3544237

Published: 22 August 2022 Publication History

Abstract

Recent advances in mobile technologies such as 5G and WiFi 6E do not seem to deliver the promised mobile access bandwidth. To effectively characterize mobile access bandwidth in the wild, we work with a major commercial mobile bandwidth testing app to analyze mobile access bandwidths of 3.54M end users in China, based on fine-grained measurement and diagnostic information. Our analysis presents a surprising and frustrating fact---in the past two years, the average WiFi bandwidth remains largely unchanged, while the average 4G/5G bandwidth decreases remarkably. Our analysis further reveals the root causes---the bottlenecks in the underlying infrastructure (e.g., devices and wired Internet access) and side effects of aggressively migrating radio resources from 4G to 5G---with implications on closing the technology gaps. Additionally, our analysis provides insights on building ultra-fast, ultra-light bandwidth testing services (BTSes) at scale. Our new design dramatically reduces the test time of the commercial BTS from 10 seconds to 1 second on average, with a 15× reduction on the backend cost.

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Index Terms

Mobile access bandwidth in practice: measurement, analysis, and implications
1. Networks
  1. Network performance evaluation
    1. Network measurement
    2. Network performance analysis
  2. Network types
    1. Mobile networks

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cover image ACM Conferences

SIGCOMM '22: Proceedings of the ACM SIGCOMM 2022 Conference

August 2022

858 pages

ISBN:9781450394208

DOI:10.1145/3544216

General Chairs:
Fernando Kuipers
Delft University of Technology
,
Ariel Orda
Technion Israel Institute of Technology

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Published: 22 August 2022

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