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Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective

Video streaming on the Internet is constantly changing and growing. New devices and new video delivery mechanisms generate huge gaps in the understanding of how video application works. From exploratory research of one among the largest streaming services in Brazil, this work presents a comparison b...

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Detalles Bibliográficos
Autores principales: da Silva, Daniel V. C., Rocha, Antonio A. de A., Velloso, Pedro B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402380/
https://www.ncbi.nlm.nih.gov/pubmed/34451058
http://dx.doi.org/10.3390/s21165616
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author da Silva, Daniel V. C.
Rocha, Antonio A. de A.
Velloso, Pedro B.
author_facet da Silva, Daniel V. C.
Rocha, Antonio A. de A.
Velloso, Pedro B.
author_sort da Silva, Daniel V. C.
collection PubMed
description Video streaming on the Internet is constantly changing and growing. New devices and new video delivery mechanisms generate huge gaps in the understanding of how video application works. From exploratory research of one among the largest streaming services in Brazil, this work presents a comparison between mobile and non-mobile users, in large-scale lives. This work focuses on metrics such as engagement, interruption, churn, and payload. This work also presents a report-overview of mobile-users, considering the operating system, geolocation, network access, interruption, and engagement. These results might offer potential information for streaming improvement, in addition to serving as a historical mark.
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spelling pubmed-84023802021-08-29 Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective da Silva, Daniel V. C. Rocha, Antonio A. de A. Velloso, Pedro B. Sensors (Basel) Article Video streaming on the Internet is constantly changing and growing. New devices and new video delivery mechanisms generate huge gaps in the understanding of how video application works. From exploratory research of one among the largest streaming services in Brazil, this work presents a comparison between mobile and non-mobile users, in large-scale lives. This work focuses on metrics such as engagement, interruption, churn, and payload. This work also presents a report-overview of mobile-users, considering the operating system, geolocation, network access, interruption, and engagement. These results might offer potential information for streaming improvement, in addition to serving as a historical mark. MDPI 2021-08-20 /pmc/articles/PMC8402380/ /pubmed/34451058 http://dx.doi.org/10.3390/s21165616 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
da Silva, Daniel V. C.
Rocha, Antonio A. de A.
Velloso, Pedro B.
Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title_full Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title_fullStr Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title_full_unstemmed Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title_short Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective
title_sort mobile vs. non-mobile live-streaming: a comparative analysis of users engagement and interruption using big data from a large cdn perspective
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402380/
https://www.ncbi.nlm.nih.gov/pubmed/34451058
http://dx.doi.org/10.3390/s21165616
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