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Demand Aware Edge Caching Architecture for evolved Multimedia Broadcast Multicast Service to Reduce Latency and bandwidth Savings

机译:用于演进的多媒体广播多播服务的按需感知边缘缓存体系结构,以减少延迟和带宽节省

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Network overload due to rampant increase in multimedia data consumption in LTE is the major cause of concern for telecom operators. To overcome the above said issue, operators are employing content caching in the LTE core network nodes like GW or in the access network nodes like eNodeB or a separate caching servers in the access or core networks and implementing efficient content distribution methods such as evolved multimedia broadcast and multicast service (eMBMS). To efficiently use the above methods, operators need to identify the right content and right location among the network of cached servers for caching. In this paper, we propose a novel idea for choosing the right content to cache based on the popularity rank calculated using the MooD (MBMS operation on Demand) framework. Furthermore, we proposed two new distribution architecture for the cached content in the LTE network based on the current demand estimation for the content. Our results reveal that, there are significant savings achieved in terms of reduced processing cost in the LTE network nodes and less latency from the proposed method against the existing concepts of non-caching standard architecture. We achieved around 27% improvement in latency and bandwidth from the proposed methods when the request for the content follows Zipfian type of distribution.
机译:LTE中多媒体数据消耗激增引起的网络过载是电信运营商关注的主要原因。为了克服上述问题,运营商正在LTE核心网络节点(例如GW)或接入网络节点(例如eNodeB)中使用内容缓存,或者在接入或核心网络中使用单独的缓存服务器,并实施有效的内容分发方法,例如演进的多媒体广播和多播服务(eMBMS)。为了有效地使用上述方法,运营商需要在高速缓存的服务器网络中标识正确的内容和正确的位置以进行高速缓存。在本文中,我们提出了一种新颖的想法,即根据使用MooD(按需进行MBMS操作)框架计算出的受欢迎程度,选择合适的内容进行缓存。此外,我们基于对内容的当前需求估计,为LTE网络中的缓存内容提出了两种新的分发架构。我们的结果表明,相对于非缓存标准体系结构的现有概念,所提出的方法在降低LTE网络节点的处理成本和减少延迟方面,实现了显着的节省。当对内容的请求遵循Zipfian分布类型时,通过提出的方法,我们在延迟和带宽方面实现了大约27%的改善。

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