终端-边缘-云协作:鲁棒多媒体流的使能技术

D. Wu, Jin Yang, Honggang Wang, Boran Yang, Ruyang Wang
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引用次数: 0

摘要

为了解决不断增长的移动数据需求与网络容量瓶颈之间的冲突,我们利用终端-边缘云协同设计了一个流分布框架SD-TEC,其主要目标是避免集群间切换和相应的用户背叛造成的流中断。首先,利用联盟博弈中的合并分裂规则进行虚拟无源光网络聚类,从结构上降低了集群间切换频率;其次,终端边缘协作利用设备到设备通信,在集群间不可避免地发生切换时维持流媒体服务,减少可能的流中断时间,提高多媒体服务的体验质量。最后,边缘云协作主动缓存流内容以缓解高峰时段的流量拥堵,并考虑用户优先级和缓冲队列底流/溢出来管理前传和回程资源。仿真结果验证了我们提出的SD-TEC在减少集群间切换引起的交通拥堵和流中断方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Terminal-Edge-Cloud Collaboration: An Enabling Technology for Robust Multimedia Streaming
To reconcile the conflict between ceaselessly growing mobile data demands and the network capacity bottleneck, we exploit the terminal-edge-cloud collaboration to design a streaming distribution framework, SD-TEC, with the major objective to avoid streaming interruptions caused by inter-cluster handovers and corresponding user defections. First, the merge-and-split rule in the coalition game is employed for virtualized passive optical network clustering to structurally reduce the inter-cluster handover frequency. Second, the terminal-edge collaboration leverages device-to-device communications to sustain streaming services when inter-cluster handovers inevitably occur, reducing the time of possible streaming interruptions and improving the quality of experience of multimedia services. Lastly, the edge-cloud collaboration proactively caches streaming contents to alleviate the traffic congestion of peak hours and considers user priorities and buffer queue underflow/overflow to manage both fronthaul and backhaul resources. Simulation results validate the efficiency of our proposed SD-TEC in reducing the traffic congestion and streaming interruptions caused by inter-cluster handovers.
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