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Energy-Efficient Cooperative Scalable Video Distribution and Sharing in Mobile Social Networks

机译:移动社交网络中的节能合作可扩展视频分发和共享

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With the popularity of mobile multimedia services, the explosive increase in video traffic not only causes huge load and energy consumption of base station (BS), but also affects the QoS of users. The device to device (D2D) multicast technology can effectively reduce the number of redundant video transmissions and improve energy efficiency of the BS. However, the existing researches about D2D technology assume that there is not unconstrained communication between local users, which is not in line with the actual situation. Moreover they do not take full advantage of attributes of users in mobile social networks. In this paper, we first propose a clustering method and select the cluster head users (CHUs) as relay nodes to distribute videos by considering the user's physical conditions and user's social attributes based on Chinese Restaurant Process (CRP). Then we put forward with a video distribution and sharing mechanism based on scalable video coding (SVC). In this mechanism, edge users collaboratively share videos on the basis of user's mobility, where Zipf distribution combines with SVC to effectively reduce the energy consumption of the BS. Finally, the experimental results show that the proposed strategy can not only reduce the energy consumption of the BS, but also improve the throughput and the stability and flexibility of video distribution.
机译:随着移动多媒体服务的普及,视频流量的爆炸性增长不仅造成基站(BS)的巨大负载和能耗,而且影响用户的QoS。设备到设备(D2D)多播技术可以有效地减少冗余视频传输的数量,并提高BS的能源效率。但是,现有的关于D2D技术的研究假设本地用户之间没有不受限制的通信,这与实际情况不符。而且,它们没有充分利用移动社交网络中用户的属性。在本文中,我们首先提出一种聚类方法,并基于中国餐馆过程(CRP)考虑用户的身体状况和用户的社会属性,选择聚类头用户(CHU)作为中继节点来分发视频。然后我们提出了一种基于可伸缩视频编码(SVC)的视频分发和共享机制。在这种机制下,边缘用户根据用户的移动性来协作共享视频,其中Zipf分发与SVC相结合,可以有效地降低BS的能耗。最后,实验结果表明,该策略不仅可以降低基站的能耗,而且可以提高吞吐量,提高视频分发的稳定性和灵活性。

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