软件定义的内容交付网络在自适应视频流的边缘

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Network Management Pub Date : 2022-08-01 DOI:10.1002/nem.2210
Akhilesh Kumar, Shashwati Banerjea, Rishabh Jain, Mayank Pandey
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引用次数: 2

摘要

在DASH (Dynamic Adaptive Streaming over HTTP)中,需要对同一视频片段存储多个编码,这就增加了CDN (content delivery network)服务器的存储需求。此外,为了控制网络延迟,不可能根据不断增长的需求不断增加不同地理位置的CDN服务器数量。点对点(P2P) CDN作为补充现有CDN服务器的一种优雅的替代方案,以利用P2P和CDN技术的优势。我们提出了“边缘CDN”的概念,终端主机可以以纯P2P的方式协作视频流,以提供更好的QoE(体验质量)。然而,底层网络动态变化的行为,客户端不确定的离开、加入模式,以及视频流会话中源节点的频繁变化,使得选择所需比特率(在任何给定时间)变得极其困难。本文设计并实现了一个基于软件定义网络(SDN)的P2P CDN系统,该系统支持基于浏览器的自适应视频流。SDN提供拓扑的全局视图,从而帮助提供关于离开或加入提议的“边缘CDN”中的对等点的及时信息。此外,通过基于虚拟交换机的仿真和基于物理交换机的实际实现,将这种基于sdn的P2P CDN与非sdn的P2P CDN进行了比较。在不同的流失率下,对QoE参数(如启动延迟、比特率、失速计数及其持续时间)进行比较。实验结果证明了该方法的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Software-defined content delivery network at the edge for adaptive video streaming

In DASH (Dynamic Adaptive Streaming over HTTP), it is required to store multiple encoding for same video segments which increases the storage requirement of CDN (content delivery network) servers. Further, to keep network delay in check, it is not feasible to continuously increase the number of CDN servers in different geographical locations as per the ever-increasing demand. Peer-to-peer (P2P) CDN acts as an elegant alternative to supplement existing CDN servers to harness the benefits of both P2P and CDN technologies. We present the concept of “CDN at the edge,” where end hosts can collaborate for video streaming in pure P2P manner to provide better QoE (Quality of Experience). However, dynamically changing behavior of underlying network, uncertain leaving, joining pattern of clients, and frequent change in source node during video streaming session make the selection of the desired bitrate (at any given time) extremely difficult. In this paper, we have designed and implemented a software-defined network (SDN)-based P2P CDN system that supports browser-based adaptive video streaming. SDN provides global view of the topology and thus assists in providing timely information about leaving or joining peers in the proposed “CDN at the edge.” Further, this SDN-based P2P CDN is compared with non-SDN-based P2P CDN using both virtual switch-based emulations and physical switch-based actual implementation. The comparison is performed under different churn rates with respect to QoE parameters such as start-up delay, bitrate, stall count, and its duration. The experimental results prove the applicability of our approach.

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来源期刊
International Journal of Network Management
International Journal of Network Management COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
5.10
自引率
6.70%
发文量
25
审稿时长
>12 weeks
期刊介绍: Modern computer networks and communication systems are increasing in size, scope, and heterogeneity. The promise of a single end-to-end technology has not been realized and likely never will occur. The decreasing cost of bandwidth is increasing the possible applications of computer networks and communication systems to entirely new domains. Problems in integrating heterogeneous wired and wireless technologies, ensuring security and quality of service, and reliably operating large-scale systems including the inclusion of cloud computing have all emerged as important topics. The one constant is the need for network management. Challenges in network management have never been greater than they are today. The International Journal of Network Management is the forum for researchers, developers, and practitioners in network management to present their work to an international audience. The journal is dedicated to the dissemination of information, which will enable improved management, operation, and maintenance of computer networks and communication systems. The journal is peer reviewed and publishes original papers (both theoretical and experimental) by leading researchers, practitioners, and consultants from universities, research laboratories, and companies around the world. Issues with thematic or guest-edited special topics typically occur several times per year. Topic areas for the journal are largely defined by the taxonomy for network and service management developed by IFIP WG6.6, together with IEEE-CNOM, the IRTF-NMRG and the Emanics Network of Excellence.
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