Content-centric Edge Caching for 5G Mobile Internet and Beyond

Victor C. M. Leung
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Abstract

Mobile data traffic is increasing explosively in recent years due to tremendous growth in demands from mobile users for multimedia contents. However, current mobile networking technologies, including network architectures and data transmission techniques, cannot support the anticipated traffic load without degrading mobile user's quality of service (QoS) or quality of experience (QoE). Much ongoing research efforts are targeted at developing technologies for fifth generation (5G) mobile Internets and beyond to overcome these limitations. Content-centric edge caching has recently emerged as a promising technique to satisfy the demands of popular multimedia contents that are requested repeatedly by multiple mobile users over a period of time. This talk will motivate and explore the design principles and goals of content-centric edge caching. We shall present a generalized architectural framework as a basis of differentiating different edge caching designs. We shall present three trace-driven case studies involving a single tier cellular network, a multi-tier heterogeneous cellular network, and a two-tier caching scheme involving a cellular network and device-to-device communications, to illustrate the optimization of some design alternatives. We shall conclude the talk with a discussion of research opportunities and challenges in content-centric edge caching.
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5G移动互联网及以后的以内容为中心的边缘缓存
近年来,由于移动用户对多媒体内容的需求急剧增长,移动数据流量呈爆炸式增长。然而,目前的移动网络技术,包括网络架构和数据传输技术,无法在不降低移动用户服务质量(QoS)或体验质量(QoE)的情况下支持预期的流量负载。许多正在进行的研究工作的目标是开发第五代(5G)移动互联网及以后的技术,以克服这些限制。以内容为中心的边缘缓存最近成为一种很有前途的技术,可以满足多个移动用户在一段时间内反复请求的流行多媒体内容的需求。本次演讲将激发并探讨以内容为中心的边缘缓存的设计原则和目标。我们将提出一个通用的架构框架作为区分不同边缘缓存设计的基础。我们将介绍三个跟踪驱动的案例研究,涉及单层蜂窝网络,多层异构蜂窝网络,以及涉及蜂窝网络和设备对设备通信的两层缓存方案,以说明一些设计替代方案的优化。最后,我们将讨论以内容为中心的边缘缓存的研究机遇和挑战。
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