We consider a hybrid delivery scheme for streaming content, combining cache-enabled Orthogonal Multipoint Multicast (OMPMC) and on-demand Single-Point Unicast (SPUC) transmissions for heterogeneous networks. The OMPMC service transmits cached files through the whole network to interested users, and users not being satisfied by this service are assigned to the SPUC service to be individually served. The SPUC fetches the requested files from the core network and unicasts them to UEs using cellular beamforming transmissions. We optimize the delivery scheme to minimize the average resource consumption in the network. We formulate a constrained optimization problem over the cache placement and resource allocation of the OMPMC component, as well as the multi-user beamforming scheme of the SPUC component. We apply a path-following method to find the optimal traffic offloading solution. The solutions portray a contrast between the total amount of consumed resources and service outage probability. Simulation results show that the hybrid scheme provides a better tradeoff between the amount of network-wide consumed resources and the service outage probability, as compared to schemes from the literature.
翻译:我们考虑对流内容采用混合传送计划,将缓存驱动的Orthogoal多点多点传输(OMPMC)和不同网络的点播单点单点Uncast(SPUC)传输结合起来。OMPMC的服务通过整个网络将缓存文件传送给感兴趣的用户,不满意这一服务的用户被分配到SPUC的服务中。SPUC从核心网络中获取所请求的文件,并利用细胞波形传输将文件单向UES发送。我们优化了交付计划,以最大限度地减少网络中平均资源消耗量。我们对OMPMC组件的缓存位置和资源分配以及SPUC组件的多用户波形组合计划形成了一个有限的优化问题。我们采用了一种遵循路径的方法来找到最佳的卸载解决方案。解决方案显示了消耗资源总量与服务退出概率之间的对比。模拟结果显示,与文献计划相比,混合计划提供了更好的网络消耗资源量与服务超出概率之间的权衡。