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Minimum delay guaranteed cooperative device-to-device caching in 5G wireless networks

机译:在5G无线网络中保证最小延迟的协作式设备间缓存

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In wireless networks, the technique of caching contents cooperatively in user equipments (UEs) and base stations (BSs) enables to improve the performance of data access. In this paper, we consider cluster based cooperative device-to-device (D2D) caching enabled network and formulate the caching problem to minimize content retrieving delay. To achieve this, we develop a content caching and replacement scheme by considering the limited storage capacity of UEs, content popularity, and content access process in the network. As a result, our scheme has shown the minimal delay by caching popular contents on UEs and BS with delivering requested contents at smaller average request hops. Moreover, we evaluate our approach with other caching schemes based on parameters as the number of UEs joining the cluster, content popularity and the number of edge UE in a cluster. Simulation results show that the proposed caching scheme significantly outperforms the other schemes.
机译:在无线网络中,在用户设备(UE)和基站(BS)中共同缓存内容的技术可以提高数据访问的性能。在本文中,我们考虑了基于集群的协作式设备对设备(D2D)缓存使能网络,并提出了缓存问题以最大程度地减少内容检索延迟。为了实现这一点,我们通过考虑UE的有限存储容量,内容流行度以及网络中的内容访问过程来开发内容缓存和替换方案。结果,我们的方案通过以较小的平均请求跃点传递请求的内容来缓存UE和BS上的流行内容,从而显示出最小的延迟。此外,我们根据参数(例如加入集群的UE数量,内容受欢迎程度和集群中边缘UE的数量),使用其他缓存方案评估我们的方法。仿真结果表明,所提出的缓存方案明显优于其他方案。

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