Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks

Jiayi Liu; Gwendal Simon; Xavier Corbillon; Jacob Chakareski; Qinghai Yang

doi:10.1109/BMSB49480.2020.9379613

Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks

Jiayi Liu, Gwendal Simon, Xavier Corbillon, Jacob Chakareski, Qinghai Yang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Abstract

The high bit-rate and low transmission latency requirements of 360-degree videos streaming impose many technical challenges. By introducing non-homogeneous spatial content quality, viewport adaptive streaming provides a bandwidth efficient solution for the delivery of 360-degree videos. Typically, two different implementations of viewport-adaptive streaming are considered: the projection-based and tile-based. Besides, cache-aided Mobile Edge Computing (MEC) network has been identified as a promising solution for supporting the streaming of 360-degree videos. In this paper, we design delivery mechanisms for the two types of viewport-adaptive streaming in the context of MEC. By considering the specific characteristics of projection-based and tile-based videos, we develop queue and multi-queues based streaming mechanisms for guaranteeing both transmission and queuing delays. Finally, our propositions are evaluated via realistic simulations that leverage a real data-set of user consumption of 360-degree videos.

Original language	English (US)
Title of host publication	15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020
Publisher	IEEE Computer Society
ISBN (Electronic)	9781728157849
DOIs	https://doi.org/10.1109/BMSB49480.2020.9379613
State	Published - Oct 27 2020
Externally published	Yes
Event	15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020 - Paris, France Duration: Oct 27 2020 → Oct 29 2020

Publication series

Name	IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB
Volume	2020-October
ISSN (Print)	2155-5044
ISSN (Electronic)	2155-5052

Conference

Conference	15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020
Country/Territory	France
City	Paris
Period	10/27/20 → 10/29/20

All Science Journal Classification (ASJC) codes

Computer Graphics and Computer-Aided Design
Computer Networks and Communications
Computer Science Applications
Human-Computer Interaction
Electrical and Electronic Engineering
Media Technology
Communication

Access to Document

10.1109/BMSB49480.2020.9379613

Cite this

Liu, J., Simon, G., Corbillon, X., Chakareski, J., & Yang, Q. (2020). Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks. In 15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020 Article 9379613 (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB; Vol. 2020-October). IEEE Computer Society. https://doi.org/10.1109/BMSB49480.2020.9379613

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title = "Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks",

abstract = "The high bit-rate and low transmission latency requirements of 360-degree videos streaming impose many technical challenges. By introducing non-homogeneous spatial content quality, viewport adaptive streaming provides a bandwidth efficient solution for the delivery of 360-degree videos. Typically, two different implementations of viewport-adaptive streaming are considered: the projection-based and tile-based. Besides, cache-aided Mobile Edge Computing (MEC) network has been identified as a promising solution for supporting the streaming of 360-degree videos. In this paper, we design delivery mechanisms for the two types of viewport-adaptive streaming in the context of MEC. By considering the specific characteristics of projection-based and tile-based videos, we develop queue and multi-queues based streaming mechanisms for guaranteeing both transmission and queuing delays. Finally, our propositions are evaluated via realistic simulations that leverage a real data-set of user consumption of 360-degree videos.",

author = "Jiayi Liu and Gwendal Simon and Xavier Corbillon and Jacob Chakareski and Qinghai Yang",

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Liu, J, Simon, G, Corbillon, X, Chakareski, J & Yang, Q 2020, Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks. in 15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020., 9379613, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB, vol. 2020-October, IEEE Computer Society, 15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020, Paris, France, 10/27/20. https://doi.org/10.1109/BMSB49480.2020.9379613

Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks. / Liu, Jiayi; Simon, Gwendal; Corbillon, Xavier et al.
15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020. IEEE Computer Society, 2020. 9379613 (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB; Vol. 2020-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Liu J, Simon G, Corbillon X, Chakareski J, Yang Q. Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks. In 15th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2020. IEEE Computer Society. 2020. 9379613. (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB). doi: 10.1109/BMSB49480.2020.9379613

Delivering viewport-adaptive 360-degree videos in cache-aided MEC networks

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