QoS guaranteed resource allocation with content caching in SDN enabled mobile networks

Jiaxiang Liu, Xiaodong Xu, Wenwan Chen, Yanzhao Hou
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引用次数: 8

Abstract

Soft Defined Network (SDN) and content caching are believed as two promising technologies in the future Radio Access Network (RAN) architecture of mobile communication system. Taking advantages of SDN enabled RAN architecture, we propose a QoS guaranteed resource allocation scheme with content caching. To evaluate the performance of content caching in RAN, we choose the effective capacity as the metric to convert the service latency into user data rate. Then we formulate the maximum of total effective capacity as the optimization problem. To make the problem more tractable, we simplify the original one and convert it to a convex problem solving with the subgradient method. Finally, simulation results are provided to demonstrate performance gain of the proposed scheme with content caching in SDN enabled mobile networks.
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在支持SDN的移动网络中使用内容缓存实现QoS保证的资源分配
软定义网络(SDN)和内容缓存被认为是未来移动通信系统无线接入网(RAN)体系结构中两种很有前途的技术。利用SDN支持的RAN架构,我们提出了一种具有内容缓存的QoS保证资源分配方案。为了评估RAN中内容缓存的性能,我们选择有效容量作为度量,将服务延迟转换为用户数据速率。然后将总有效容量的最大化化为优化问题。为了使问题更易于处理,我们对原问题进行了简化,并将其转化为一个用子梯度法求解的凸问题。最后,给出了仿真结果,以证明该方案在支持SDN的移动网络中具有内容缓存的性能增益。
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