Development of Distributed Multimedia System for Ensuring Quality of Experience (QoE) on Video-on-Demand (VOD) Streaming Service

Hardy Valenthio Amansyah, Y. Bandung
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Abstract

The rise of technological adoption of video-based information distribution accelerated by the COVID-19 pandemic leads to a substantial increase in video streaming on-demand service users. Video streaming services such as Twitch, and YouTube have enormous amount of active users so the system developers need to develop a system capable of handling numerous requests. The increase of video streaming on-demand service users poses a challenge for system developers to guarantee the Quality of Experience (QoE) for all system users. Said surge of users also resulted in high resource usage to serve each user while securing QoE. In order to ensure the QoE on video streaming on-demand service, this work develops the system using the waterfall model that implements a distributed approach for the video streaming service system. The system has reverse proxy and load balancing capabilities to forward and equally distribute HTTP requests and uses DASH to segment the video file to stream the video without sending the whole file. The developed system for this work subjectively ensures the QoE with a mean opinion score (MOS) of 4.434 from 53 respondents.
面向视频点播(VOD)流媒体服务体验质量保证的分布式多媒体系统开发
新冠肺炎疫情加速了基于视频的信息传播技术的兴起,导致视频流点播服务用户大幅增加。视频流媒体服务如Twitch和YouTube拥有大量活跃用户,所以系统开发者需要开发一个能够处理大量请求的系统。视频流点播服务用户的增加给系统开发人员带来了如何保证所有系统用户的体验质量的挑战。用户的激增还导致在确保QoE的同时为每个用户服务的资源使用量很高。为了保证视频流点播服务的质量质量,本文采用瀑布模型对视频流服务系统进行了开发,实现了分布式的视频流服务系统。系统具有反向代理和负载均衡功能,可以转发和均匀分发HTTP请求,并使用DASH对视频文件进行分段,从而实现视频流,而无需发送整个文件。为这项工作开发的系统主观上保证了53名受访者的平均意见得分(MOS)为4.434。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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