通过上下文感知移动视频预取降低能耗

A. Devlic, P. Lungaro, P. Kamaraju, Z. Segall, Konrad Tollmar
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引用次数: 13

摘要

智能手机和平板电脑的出现,以及统一费率的移动互联网定价模式,促使人们越来越多地采用移动数据服务。根据最近的研究,视频已成为移动数据消费的主要驱动力,其增长率高于任何其他移动应用程序。然而,在需要在大量用户之间共享可用容量的移动环境中,流式传输中等/高质量视频文件可能是一个问题。此外,移动设备中的能耗随着数据传输的持续时间成比例地增加,这取决于设备可实现的下载数据速率。在这方面,采用机会主义的内容预获取方案,利用高数据速率的时间和地点,在用户请求之前交付内容,有可能减少与内容交付相关的能源消耗,并提高用户的体验质量,因为它允许在几乎没有感知到中断或延迟的情况下播放预先存储的内容。本文提出了一系列机会式内容预取方案,并将其性能与标准的点播访问内容进行了比较。通过对安装在移动终端上的监控软件采集的实验数据进行仿真,我们发现内容预取与同一文件的点播下载相比,可以减少移动设备高达30%的能耗,完成内容预取需要1小时的时间窗口。
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Energy Consumption Reduction via Context-Aware Mobile Video Pre-fetching
The arrival of smart phones and tablets, along with a flat rate mobile Internet pricing model have caused increasing adoption of mobile data services. According to recent studies, video has been the main driver of mobile data consumption, having a higher growth rate than any other mobile application. However, streaming a medium/high quality video files can be an issue in a mobile environment where available capacity needs to be shared among a large number of users. Additionally, the energy consumption in mobile devices increases proportionally with the duration of data transfers, which depend on the download data rates achievable by the device. In this respect, adoption of opportunistic content pre-fetching schemes that exploit times and locations with high data rates to deliver content before a user requests it, has the potential to reduce the energy consumption associated with content delivery and improve the user's quality of experience, by allowing playback of pre-stored content with virtually no perceived interruptions or delays. This paper presents a family of opportunistic content pre-fetching schemes and compares their performance to standard on-demand access to content. By adopting a simulation approach on experimental data, collected with monitoring software installed in mobile terminals, we show that content pre-fetching can reduce energy consumption of the mobile devices by up to 30% when compared to the on demand download of the same file, with a time window of 1 hour needed to complete the content prepositioning.
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