Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783745775933587456 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8402380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dasilvadanielvc mobilevsnonmobilelivestreamingacomparativeanalysisofusersengagementandinterruptionusingbigdatafromalargecdnperspective AT rochaantonioadea mobilevsnonmobilelivestreamingacomparativeanalysisofusersengagementandinterruptionusingbigdatafromalargecdnperspective AT vellosopedrob mobilevsnonmobilelivestreamingacomparativeanalysisofusersengagementandinterruptionusingbigdatafromalargecdnperspective |