vDANE: Using virtualization for improving video quality with Server and Network Assisted DASH

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Reza Shokri Kalan, Stuart Clayman, Muge Sayıt
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引用次数: 0

Abstract

Network Function Virtualization (NFV) offers flexibility in traffic engineering and network resource management, by taking advantage of Software Defined Networking (SDN). By using these network technologies, it is possible to enhance the performance of video streaming applications by placing network functions in suitable locations and rerouting flows. Our study addresses the “virtual cache placement” problem in dynamic networks, where traffic patterns and attachment points of the clients are changing rapidly. The cache placement is done by determining how many virtual caches are necessary to be able to provide acceptable service to the clients, as well as where to place those caches to meet demand. To this end, we provide a heuristic solution by taking advantage of NFV-SDN and having the assistance of Server and Network Assisted DASH (SAND). Experimental results show that the proposed algorithms can improve the video client rebuffering by 150%–270% and also can provide an 8%–12% increase in average bitrate received by the client, compared to a number of benchmark algorithms. The obtained results indicate that the co-operation between the client and the operator of an SDN-enabled network, by exchanging client and network information, allows network resources to be efficiently used, and as a consequence, the Quality of Experience (QoE) on the client's side is improved.

Abstract Image

vDANE:通过服务器和网络辅助DASH使用虚拟化来提高视频质量
NFV (Network Function Virtualization)利用软件定义网络(SDN)的优势,为流量工程和网络资源管理提供了更大的灵活性。通过使用这些网络技术,可以通过将网络功能放置在适当的位置和重新路由流来增强视频流应用程序的性能。我们的研究解决了动态网络中的“虚拟缓存放置”问题,其中客户端的流量模式和附着点正在快速变化。缓存放置是通过确定需要多少虚拟缓存才能向客户端提供可接受的服务,以及将这些缓存放置在何处以满足需求来完成的。为此,我们利用NFV-SDN并借助服务器和网络辅助DASH (SAND)提供了一种启发式解决方案。实验结果表明,与许多基准算法相比,所提算法可将视频客户端再缓冲提高150% ~ 270%,客户端接收到的平均比特率提高8% ~ 12%。所获得的结果表明,通过交换客户端和网络信息,客户端与支持sdn的网络运营商之间的合作可以有效地利用网络资源,从而提高客户端的体验质量(QoE)。
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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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