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This white paper is the outcome of the W\"urzburg seminar on "Crowdsourced Network and QoE Measurements" which took place from 25-26 September 2019 in W\"urzburg, Germany. International experts were invited from industry and academia. They…

Despite significant investments in access network infrastructure, universal access to high-quality Internet connectivity remains a challenge. Policymakers often rely on large-scale, crowdsourced measurement datasets to assess the…

Networking and Internet Architecture · Computer Science 2024-10-29 Taveesh Sharma , Paul Schmitt , Francesco Bronzino , Nick Feamster , Nicole Marwell

Mobile (cellular) networks enable innovation, but can also stifle it and lead to user frustration when network performance falls below expectations. As mobile networks become the predominant method of Internet access, developer, research,…

Networking and Internet Architecture · Computer Science 2016-11-17 Utkarsh Goel , Mike P. Wittie , Kimberly C. Claffy , Andrew Le

Mobile sensing is an emerging technology that utilizes agent-participatory data for decision making or state estimation, including multimedia applications. This article investigates the structure of mobile sensing schemes and introduces…

Social and Information Networks · Computer Science 2016-11-15 Pin-Yu Chen , Shin-Ming Cheng , Pai-Shun Ting , Chia-Wei Lien , Fu-Jen Chu

Crowdsourcing mobile user's network performance has become an effective way of understanding and improving mobile network performance and user quality-of-experience. However, the current measurement method is still based on the landline…

Networking and Internet Architecture · Computer Science 2017-06-07 Daoyuan Wu , Rocky K. C. Chang , Weichao Li , Eric K. T. Cheng , Debin Gao

Network operators need to continuosly upgrade their infrastructures in order to keep their customer satisfaction levels high. Crowdsourcing-based approaches are generally adopted, where customers are directly asked to answer surveys about…

Networking and Internet Architecture · Computer Science 2020-11-02 Andrea Pimpinella , Marianna Repossi , Alessandro Enrico Cesare Redondi

Crowdsourcing enables the fine-grained characterization and performance evaluation of today's large-scale networks using the power of the masses and distributed intelligence. This paper presents SmartProbe, a system that assesses the…

Networking and Internet Architecture · Computer Science 2022-06-02 Enrico Gregori , Alessandro Improta , Luciano Lenzini , Valerio Luconi , Nilo Redini , Alessio Vecchio

The web experience using mobile devices is important since a significant portion of the Internet traffic is initiated from mobile devices. In the era of 5G, users expect a high-performance data network to stream media content and for other…

Networking and Internet Architecture · Computer Science 2025-07-28 ASM Rizvi , John Heidemann , David Plonka

Crowdsourcing models applied to work on mobile devices continuously reach new ways of solving sophisticated problems, now with a use of portable advanced devices, where users are not limited to a stationary use. There exists an open problem…

Social and Information Networks · Computer Science 2015-05-29 Oskar Jarczyk

User quality of experience in the context of Web browsing is being researched widely, with plenty of developments occurring alongside technological advances, not seldom driven by big industry players. With the huge reach and infrastructure…

Networking and Internet Architecture · Computer Science 2024-04-19 Jayasree Sengupta , Tanya Shreedhar , Dinh Nguyen , Robert Kramer , Vaibhav Bajpai

How does the mobile experience compare between Germany and Nigeria? There is currently no public data or test-bed to provide an answer to this question. This is because deploying and maintaining such test-bed can be both challenging and…

Networking and Internet Architecture · Computer Science 2023-07-13 Matteo Varvello , Yasir Zaki

In this paper we introduce the idea of estimating local topology in wireless networks by means of crowdsourced user reports. In this approach each user periodically reports to the serving basestation information about the set of…

Networking and Internet Architecture · Computer Science 2019-11-21 Alessandro Checco , Carlo Lancia , Douglas J. Leith

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

Mobile quality of experience and user satisfaction are growing research topics. However, the relationship between a user's satisfaction with network quality and the networks real performance in the field remains unexplored. This paper is…

Networking and Internet Architecture · Computer Science 2018-09-12 Benjamin Finley , Eren Boz , Kalevi Kilkki , Jukka Manner , Antti Oulasvirta , Heikki Hämmäinen

High throughput is of particular interest in data center and HPC networks. Although myriad network topologies have been proposed, a broad head-to-head comparison across topologies and across traffic patterns is absent, and the right way to…

Networking and Internet Architecture · Computer Science 2016-11-16 Sangeetha Abdu Jyothi , Ankit Singla , P. Brighten Godfrey , Alexandra Kolla

Investigating the public experience of urgent care facilities is essential for promoting community healthcare development. Traditional survey methods often fall short due to limited scope, time, and spatial coverage. Crowdsourcing through…

Computation and Language · Computer Science 2026-05-19 Xiaoran Xu , Zhaoqian Xue , Chi Zhang , Jhonatan Medri , Junjie Xiong , Jiayan Zhou , Jin Jin , Yongfeng Zhang , Siyuan Ma , Lingyao Li

Mobile crowdsourced sensing (MCS) is a new paradigm which takes advantage of the pervasive smartphones to efficiently collect data, enabling numerous novel applications. To achieve good service quality for a MCS application, incentive…

Computer Science and Game Theory · Computer Science 2013-06-25 Dong Zhao , Xiang-Yang Li , Huadong Ma

Effective assessment of mobile network coverage and the precise identification of service weak spots are paramount for network operators striving to enhance user Quality of Experience (QoE). This paper presents a novel framework for mobile…

Artificial Intelligence · Computer Science 2026-01-21 Timothy Wong , Tom Freeman , Joseph Feehily

Cloud computing today has now been growing as new technologies and new business models. In distributed technology perspective, cloud computing most like client-server services like web-based or web-service but it used virtual resources to…

Networking and Internet Architecture · Computer Science 2012-05-09 Sinung Suakanto , Suhono H Supangkat , Suhardi , Roberd Saragih

Clearly, no one likes webpages with poor quality of experience (QoE). Being perceived as slow or fast is a key element in the overall perceived QoE of web applications. While extensive effort has been put into optimizing web applications…

Networking and Internet Architecture · Computer Science 2017-04-06 Qingzhu Gao , Prasenjit Dey , Parvez Ahammad
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