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Energy-efficient cooperative coded caching for heterogeneous small cell networks

机译:异构小型蜂窝网络的节能协作编码缓存

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Coded caching and cooperative caching have been considered as two promising technologies in heterogeneous small cell networks. Although some works have been done for coded caching and cooperative caching in heterogeneous small cell networks, to the best of our knowledge, these two important issues have traditionally been addressed separately. However, it is necessary to jointly consider these two significant issues to reduce the backhaul rate and improve content delivery as well as the Quality of Experience (QoE) of end-users. Moreover, the energy efficiency issue for content caching and content delivery is also extremely significant but excessively negligent. In this paper, we jointly consider the coded caching and cooperative caching issues, and propose a cooperative coded caching scheme to improve the content delivery efficiency and enhance the QoE for end-users. And then, based on the proposed scheme, we establish an energy consumption model from the perspective of content caching and content delivery to optimize the energy efficiency. In addition, we propose a greedy-based algorithm to solve this energy efficiency issue by optimizing the caching placement. Finally, simulation results show the performance of the proposed scheme.
机译:编码缓存和协作缓存已被视为异构小蜂窝网络中的两种有前途的技术。尽管已经完成了异构小蜂窝网络中的编码缓存和协作缓存的一些工作,但就我们所知,这两个重要问题传统上是分别解决的。但是,有必要共同考虑这两个重要问题,以降低回程率并改善内容交付以及最终用户的体验质量(QoE)。此外,用于内容缓存和内容传递的能源效率问题也非常重要,但过于疏忽。在本文中,我们共同考虑了编码缓存和协作缓存问题,并提出了一种协作编码缓存方案,以提高内容交付效率并增强最终用户的QoE。然后,基于提出的方案,我们从内容缓存和内容交付的角度建立了能耗模型,以优化能源效率。此外,我们提出了一种基于贪婪的算法,通过优化缓存放置来解决此能源效率问题。最后,仿真结果表明了该方案的性能。

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