A comprehensive analytical framework for VoD services in hybrid CDN-P2P systems

被引:4
|
作者
Torres-Cruz, Noe [1 ]
Rivero-Angeles, Mario E. [1 ]
Rubino, Gerardo [2 ]
Menchaca-Mendez, Ricardo [1 ]
Menchaca-Mendez, Rolando [1 ]
Ramirez, David [3 ]
机构
[1] Inst Politecn Nacl, CIC, Av Juan Dios Batiz, Mexico City 07738, DF, Mexico
[2] INRIA Rennes Bretagne Atlantique, Campus Univ Beaulieu, F-35042 Rennes, France
[3] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
关键词
Video streaming; Video on demand; Hybrid CDN-P2P system; Fluid model; Markov-chain model; Resource allocation schemes; GPWA; ALLOCATION; SCHEME; PERFORMANCE; DELIVERY; FLOW;
D O I
10.1016/j.jnca.2020.102643
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Video on Demand services generate the largest amount of traffic in networks nowadays. Previous works have proposed integrating Content Delivery Networks (CDN) and Peer-to-Peer (P2P) networks to satisfy this demand. However, their analytical methods do not consider all the factors that affect the performance of these systems. Hence, we present a novel comprehensive framework, based on a fluid model, to evaluate VoD services over hybrid CDN-P2P systems. The proposed framework considers features of the service (e.g., size, coding-rate and popularity of the video), network attributes (e.g., upload data-rate capacity of servers and peers) and characteristics of the behavior of the users (e.g., sojourn time, cooperativeness and frequency of random-seeks). Our framework allows a system to be evaluated under a wide variety of scenarios in terms of network-cost and Quality-of-Service (QoS) parameters and is flexible enough to model different resource allocation schemes, including a novel scheme to distribute the upload network capacity. Despite the wide variety of considered factors, our framework is tractable and as accurate as discrete-models based on Markov chains.
引用
收藏
页数:17
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