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Code for Science and Society

Academic institutionnorthamerica · us
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Representative Papers

Poster: The Internet Quality Barometer Framework

Sep 23, 2025

Traditional Internet quality assessment overemphasizes raw throughput metrics, failing to reflect actual user experience. To address this, we propose the Internet Quality Benchmark (IQB), a user-centric framework that maps network performance requirements to representative application scenarios—such as video streaming, online conferencing, and web page loading—and establishes a use-case-driven quality modeling methodology. IQB innovatively incorporates a use-case weighting mechanism and a multidimensional quality threshold algorithm, integrating publicly available Internet performance measurements (e.g., RIPE Atlas, M-Lab) to produce quantifiable, comparable, end-to-end quality scores. By moving beyond the single-dimensional speed paradigm, IQB enables objective, scenario-based evaluation of real-world user experience for the first time. Validated across 120+ global regions, IQB demonstrates strong discriminative power and practical utility in capturing nuanced quality variations across diverse network conditions and applications.

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Latest Papers

Poster: The Internet Quality Barometer Framework

Sep 23, 2025

Traditional Internet quality assessment overemphasizes raw throughput metrics, failing to reflect actual user experience. To address this, we propose the Internet Quality Benchmark (IQB), a user-centric framework that maps network performance requirements to representative application scenarios—such as video streaming, online conferencing, and web page loading—and establishes a use-case-driven quality modeling methodology. IQB innovatively incorporates a use-case weighting mechanism and a multidimensional quality threshold algorithm, integrating publicly available Internet performance measurements (e.g., RIPE Atlas, M-Lab) to produce quantifiable, comparable, end-to-end quality scores. By moving beyond the single-dimensional speed paradigm, IQB enables objective, scenario-based evaluation of real-world user experience for the first time. Validated across 120+ global regions, IQB demonstrates strong discriminative power and practical utility in capturing nuanced quality variations across diverse network conditions and applications.

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