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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-08-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/21/16/5616 |
| _version_ | 1797521984420052992 |
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| author | Daniel V. C. da Silva Antonio A. de A. Rocha Pedro B. Velloso |
| author_facet | Daniel V. C. da Silva Antonio A. de A. Rocha Pedro B. Velloso |
| author_sort | Daniel V. C. da Silva |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-10T08:23:09Z |
| format | Article |
| id | doaj.art-218a7082be2a4b19817c7f813b9bc271 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-10T08:23:09Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-218a7082be2a4b19817c7f813b9bc2712023-11-22T09:42:51ZengMDPI AGSensors1424-82202021-08-012116561610.3390/s21165616Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN PerspectiveDaniel V. C. da Silva0Antonio A. de A. Rocha1Pedro B. Velloso2Coordenação de Informática, Instituto Federal Fluminense, Quissamã 28735-000, BrazilDepartmento de Computação, Instituto de Computação, Universidade Federal Fluminense, Niterói 24210-330, BrazilLIP6, Sorbonne University-CNRS, 75252 Paris, FranceVideo 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.https://www.mdpi.com/1424-8220/21/16/5616live streamingmobile networksuser engagement |
| spellingShingle | Daniel V. C. da Silva Antonio A. de A. Rocha Pedro B. Velloso Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective Sensors live streaming mobile networks user engagement |
| 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 | live streaming mobile networks user engagement |
| url | https://www.mdpi.com/1424-8220/21/16/5616 |
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