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Crowdsourced speedtest measurements are an important tool for studying internet performance from the end user perspective. Nevertheless, despite the accuracy of individual measurements, simplistic aggregation of these data points is…

Applications · Statistics 2023-12-08 Hyeongseong Lee , Udit Paul , Arpit Gupta , Elizabeth Belding , Mengyang Gu

Consumers, regulators, and ISPs all use client-based "speed tests" to measure network performance, both in single-user settings and in aggregate. Two prevalent speed tests, Ookla's Speedtest and Measurement Lab's Network Diagnostic Test…

Networking and Internet Architecture · Computer Science 2023-01-26 Kyle MacMillan , Tarun Mangla , James Saxon , Nicole P. Marwell , Nick Feamster

We investigate the evolution of Internet speed and its implications for access to key digital services, as well as the resilience of the network during crises, focusing on six major Brazilian cities: Belo Horizonte, Bras\'ilia, Fortaleza,…

Physics and Society · Physics 2024-06-04 Nicolò Gozzi , Niccolò Comini , Nicola Perra

Government organizations, regulators, consumers, Internet service providers, and application providers alike all have an interest in measuring user Internet "speed". Access speeds have increased by an order of magnitude in past years, with…

Networking and Internet Architecture · Computer Science 2019-11-04 Nick Feamster , Jason Livingood

Digital equity in Internet access is often measured along three axes: availability, affordability, and adoption. Most prior work focuses on availability; the other two aspects have received little attention. In this paper, we study…

Networking and Internet Architecture · Computer Science 2023-03-01 Udit Paul , Vinothini Gunasekaran , Jiamo Liu , Tejas N. Narechania , Arpit Gupta , Elizabeth Belding

Uniform and affordable Internet is emerging as one of the fundamental civil rights in developing countries. However in India, the connectivity is far from uniform across the regions, where the disparity is evident in the infrastructure, the…

Computers and Society · Computer Science 2016-10-17 Siddharth Prakash Rao , Kiran Mohan Kumar

The COVID-19 pandemic and related restrictions forced many to work, learn, and socialize from home over the internet. There appears to be consensus that internet infrastructure in the developed world handled the resulting traffic surge…

Networking and Internet Architecture · Computer Science 2021-01-15 Jessica De Oliveira Moreira , Amey Praveen Pasarkar , Wenjun Chen , Wenkai Hu , Jan Janak , Henning Schulzrinne

In the modern U.S. labor market, digital infrastructures strongly influence how individuals locate opportunities, build skills, and advance wages. Regional differences in computing access, broadband coverage, and digital literacy have…

Computers and Society · Computer Science 2025-11-10 Shaolong Wu

Online data sources offer tremendous promise to demography and other social sciences, but researchers worry that the group of people who are represented in online datasets can be different from the general population. We show that by…

Applications · Statistics 2019-07-01 Dennis M. Feehan , Curtiss Cobb

Much of the existing approach to the digital divide suffers from an important limitation. It is based on a binary classification of Internet use by only considering whether someone is or is not an Internet user. To remedy this shortcoming,…

Computers and Society · Computer Science 2007-05-23 Eszter Hargittai

As broadband Internet speeds continue to increase, the home wireless ("WiFi") network may more frequently become a performance bottleneck. Past research, now nearly a decade old, initially documented this phenomenon through indirect…

Networking and Internet Architecture · Computer Science 2023-12-01 Ranya Sharma , Marc Richardson , Guilherme Martins , Nick Feamster

Mobile Internet experience has been of increasing interest. Services accessed via smartphone applications shall provide satisfying Quality of Experience (QoE), irrespective of end user location, time of the day, and other circumstances.…

Networking and Internet Architecture · Computer Science 2019-09-18 Anika Schwind , Florian Wamser , Stefan Wunderer , Christian Gassner , Tobias Hoßfeld

Cloud providers are highly incentivized to reduce latency. One way they do this is by locating datacenters as close to users as possible. These "cloud edge" datacenters are placed in metropolitan areas and enable edge computing for…

Networking and Internet Architecture · Computer Science 2023-04-13 Noah Martin , Fahad Dogar

The recent publication of the `InterTubes' map of long-haul fiber-optic cables in the contiguous United States invites an exciting question: how much faster would the Internet be if routes were chosen to minimize latency? Previous…

QUIC is expected to be a game-changer in improving web application performance. In this paper, we conduct a systematic examination of QUIC's performance over high-speed networks. We find that over fast Internet, the UDP+QUIC+HTTP/3 stack…

Networking and Internet Architecture · Computer Science 2024-10-02 Xumiao Zhang , Shuowei Jin , Yi He , Ahmad Hassan , Z. Morley Mao , Feng Qian , Zhi-Li Zhang

Digital divide is one of the challenges that open government must face in mid- and low-income countries. In these contexts, inhabitants are left out of the benefits of information and communication technology (ICT), such as online…

Computers and Society · Computer Science 2022-11-02 Sergio R. Coria , Luz M. Garcia-Garcia

Inferring the quality of streaming video applications is important for Internet service providers, but the fact that most video streams are encrypted makes it difficult to do so. We develop models that infer quality metrics (\ie, startup…

Networking and Internet Architecture · Computer Science 2019-08-15 Paul Schmitt , Francesco Bronzino , Sara Ayoubi , Guilherme Martins , Renata Teixeira , Nick Feamster

Residential fixed broadband internet access in the United States (US) has long been distributed inequitably, drawing significant attention from researchers and policymakers. This paper evaluates the efficacy of the Connect America Fund…

Networking and Internet Architecture · Computer Science 2024-07-16 Haarika Manda , Varshika Srinivasavaradhan , Laasya Koduru , Kevin Zhang , Xuanhe Zhou , Udit Paul , Elizabeth Belding , Arpit Gupta , Tejas N. Narechania

In the last decades, the acceleration of urban growth has led to an unprecedented level of urban interactions and interdependence. This situation calls for a significant effort among the scientific community to come up with engaging and…

Physics and Society · Physics 2019-09-09 Indaco Biazzo , Bernardo Monechi , Vittorio Loreto

Comparing ISPs on broadband speed is challenging, since measurements can vary due to subscriber attributes such as operation system and test conditions such as access capacity, server distance, TCP window size, time-of-day, and network…

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