无线D2D网络视频流的前缀缓存

Hongwei Hou, M. Tao
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引用次数: 0

摘要

介绍了一种新的无线设备对设备(D2D)网络视频流前缀缓存策略。每个用户缓存视频文件的几个初始顺序片段,并可以通过D2D通信共享它们缓存的部分。此外,视频播放和下载是同时进行的。我们通过播放延迟而不是传统的下载延迟来评估系统性能。具体来说,我们在缓存放置方面制定了平均播放延迟最小化问题。通过放宽决策变量的整数约束,使原问题变为凸问题,从而求出最优解的下界。接下来,我们提出一种贪心算法来解决原始的最小化问题。大量的仿真结果表明,与启发式基准测试方案相比,我们提出的视频缓存策略具有良好的性能。
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Prefix Caching for Video Streaming in Wireless D2D Networks
This paper introduces a new prefix caching strategy for video streaming in wireless device-to-device (D2D) networks. Each user caches several initial sequential segments of video files and can share their cached parts via D2D communications. Moreover, video playing and downloading happen simultaneously. We evaluate the system performance by playback delay rather than traditional download delay. Specifically, we formulate the average playback delay minimization problem in terms of cache placement. By relaxing the integer constraints of the decision variables, the original problem becomes convex and then we can find a lower bound of the optimal solution. Next we propose a greedy algorithm to solve the original minimization problem. And extensive simulation results reveal that our proposed video caching strategy has great performance in comparison with heuristic benchmark schemes.
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