Log analysis of 360-degree video users via MQTT

Antti Luoto

doi:10.1145/3318236.3318248

Log analysis of 360-degree video users via MQTT

Antti Luoto^*

^*Tämän työn vastaava kirjoittaja

Tietotekniikka

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

4 Sitaatiot (Scopus)

71 Lataukset (Pure)

Abstrakti

Analyzing 360-degree video users is beneficial for 360-degree video application development. The analysis can be done with logged user data. In this paper, we argue that MQTT is a conventional technology for distributed logging of mobile 360-degree video users. MQTT not only saves resources also allows communication from the logging server to mobile clients in various networking conditions relatively easy. We constructed a proof of concept to show the feasibility of the approach. As log analysis examples, the proof of concept visualizes results of the most popular region of interest analysis and k-means clustering. The used research method is design science.

Alkuperäiskieli	Englanti
Otsikko	ICGDA 2019
Alaotsikko	Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis
Kustantaja	ACM
Sivut	130-137
Sivumäärä	8
ISBN (elektroninen)	978-1-4503-6245-0
DOI - pysyväislinkit	https://doi.org/10.1145/3318236.3318248
Tila	Julkaistu - 2019
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International Conference on Geoinformatics and Data Analysis - Prague, Tshekki Kesto: 15 maalisk. 2019 → 17 maalisk. 2019

Conference

Conference	International Conference on Geoinformatics and Data Analysis
Maa/Alue	Tshekki
Kaupunki	Prague
Ajanjakso	15/03/19 → 17/03/19

Rahoitus

The authors would like to thank Business Finland for funding the project 360 Video Intelligence.

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Human-Computer Interaction
Computer Networks and Communications
Computer Vision and Pattern Recognition
Software

Pääsy asiakirjaan

10.1145/3318236.3318248

ICSSE_2019_paper_5
This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Accepted author manuscript, 923 KB

http://urn.fi/URN:NBN:fi:tuni-202009116968

Siteeraa tätä

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title = "Log analysis of 360-degree video users via MQTT",

abstract = "Analyzing 360-degree video users is beneficial for 360-degree video application development. The analysis can be done with logged user data. In this paper, we argue that MQTT is a conventional technology for distributed logging of mobile 360-degree video users. MQTT not only saves resources also allows communication from the logging server to mobile clients in various networking conditions relatively easy. We constructed a proof of concept to show the feasibility of the approach. As log analysis examples, the proof of concept visualizes results of the most popular region of interest analysis and k-means clustering. The used research method is design science.",

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AB - Analyzing 360-degree video users is beneficial for 360-degree video application development. The analysis can be done with logged user data. In this paper, we argue that MQTT is a conventional technology for distributed logging of mobile 360-degree video users. MQTT not only saves resources also allows communication from the logging server to mobile clients in various networking conditions relatively easy. We constructed a proof of concept to show the feasibility of the approach. As log analysis examples, the proof of concept visualizes results of the most popular region of interest analysis and k-means clustering. The used research method is design science.

KW - 360-degree video

KW - Component

KW - Log Analysis

KW - MQTT

U2 - 10.1145/3318236.3318248

DO - 10.1145/3318236.3318248

M3 - Conference contribution

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PB - ACM

T2 - International Conference on Geoinformatics and Data Analysis

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ER -

Log analysis of 360-degree video users via MQTT

Abstrakti

Conference

Rahoitus

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

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