智能手机上的节能视频流

Wenjie Hu, G. Cao
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引用次数: 72

摘要

智能手机上的视频流会消耗大量能源。一种常见的解决方案是下载并缓冲未来的视频数据以供回放,这样无线接口就可以在大多数时候关闭,从而节省能源。然而,如果用户在视频结束前跳过或退出,这可能会浪费能量和带宽。使用较小的缓冲区可以减少带宽浪费,但可能会消耗更多的能量并引入重缓冲延迟。在本文中,我们分析了视频流的功耗,考虑用户跳过和提前退出场景。我们首先提出了一种离线方法来计算最小功耗,然后根据用户是否倾向于长时间观看视频或倾向于跳过视频引入在线解决方案来节省能源。我们已经在基于Android的智能手机上实现了在线解决方案。实验结果和跟踪驱动仿真结果表明,与现有方法相比,该方法在节省能量的同时,更好地平衡了延迟和带宽。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-aware video streaming on smartphones
Video streaming on smartphone consumes lots of energy. One common solution is to download and buffer future video data for playback so that the wireless interface can be turned off most of time and then save energy. However, this may waste energy and bandwidth if the user skips or quits before the end of the video. Using a small buffer can reduce the bandwidth wastage, but may consume more energy and introduce rebuffering delay. In this paper, we analyze the power consumption during video streaming considering user skip and early quit scenarios. We first propose an offline method to compute the minimum power consumption, and then introduce an online solution to save energy based on whether the user tends to watch video for a long time or tends to skip. We have implemented the online solution on Android based smartphones. Experimental results and trace-driven simulation results show that that our method can save energy while achieving a better tradeoff between delay and bandwidth compared to existing methods.
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