在移动用户设备上进行主动无线缓存以提高能源效率

A. Gungor, Deniz Gündüz
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引用次数: 27

摘要

从能源效率的角度研究了用户终端的主动内容缓存。假设可以准确地预测用户在一定时间段内的可变速率需求,则具有使总能耗最小的最优传输策略的特征。通过增加请求的总传输时间和在更好的信道条件下下载请求,而不是在使用时下载请求,可以减少能耗。由于用户设备上的缓存内存有限,这两种增益都是可能的,预下载的内容存储在其中,直到应用程序层(例如视频播放器)请求为止。将最优主动传输策略作为一个凸优化问题的解,并对最小总能量需求进行了数值计算。我们还为最优缓存策略提供了反向充水解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proactive wireless caching at mobile user devices for energy efficiency
Proactive content caching at user terminals is studied from an energy efficiency perspective. Assuming that the variable-rate demands of a user can be predicted accurately over a certain time period, the optimal transmission strategy that minimizes the total energy consumption is characterized. The reduction in the energy consumption is obtained both by increasing the total transmission time of a request, and by downloading it at better channel conditions, rather than downloading it at the time of use. Both gains are possible thanks to the limited cache memory at the user device, in which the pre-downloaded content is stored until it is requested by the application layer, such as a video player. We formulate the optimal proactive transmission strategy as the solution of a convex optimization problem, and evaluate the minimum total energy requirement numerically. We also provide a backward water-filling interpretation for the optimal caching strategy.
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